46th Annual Conference on Information Sciences and Systems 2012 PRINC TON

PRINC TON PRINCETONTON PRINC PRINC TON

MARCH 21, 22, AND 23 • 2012 • FRIEND CENTER • PRINCETON UNIVERSITY Hosted by the Department of Electrical Engineering with technical co-sponsorship by IEEE Plenary Speakers

Christopher Sims, Princeton University Economics and Information Theory

Christopher Sims is the Harold H. Helm ‘20 Professor of Economics and Banking at Princeton University, where he has been on the faculty since 1999. He received his PhD from Harvard University in 1968 and was on the economics faculty at Harvard (1968-70), the University of Minnesota (1970-1990) and Yale (1990-1999). He is a member of the National Academy of Sciences and has served as a visiting scholar at several US Federal Reserve Banks and at the Board of Governors of the Federal Reserve. Along with Thomas J. Sargent he won the 2011 Economics Nobel Prize. His research has dealt with econometric time series methods, with estimation of monetary policy behavior and of the effects of monetary policy on the economy, and with the theory of price level determination. He is known for promoting the usefulness of loosely structured models (VAR’s and SVAR’s), for advocating a Bayesian perspective on econometric inference, for emphasizing the importance of fiscal policy in determining the path of inflation, and for suggesting the application of information theory to economics.

Amos Lapidoth, ETH Zurich in Switzerland A Bit of Output Quantization and of Convexity

Amos Lapidoth received the B.A. degree in mathematics (summa cum laude, 1986), the B.Sc. degree in electrical engineering (summa cum laude, 1986), and the M.Sc. degree in electrical engineering (1990) all from the Technion— Israel Institute of Technology. He received the Ph.D. degree in electrical engineering from Stanford University in 1995.

In the years 1995–1999 he was an Assistant and Associate Professor at the Department of Electrical Engineering and Computer Science at the Massachusetts Institute of Technology, and was the KDD Career Development Associate Professor in Communications and Technology. He is now Professor of Information Theory at ETH Zurich in Switzerland. He is the author of the book A Foundation in Digital Communication, published by Cambridge University Press in 2009. His research interests are in digital communications and information theory. Dr. Lapidoth is a Fellow of the IEEE.

Kenneth Church, IBM Towards Google-like Search on Spoken Documents with Zero Resources Subtitle: How to get something from nothing in a language that you’ve never heard of

Kenneth Church has worked on many topics in computational linguistics including: web search, language modeling, text analysis, spelling correction, word-sense disambiguation, terminology, translation, lexicography, compression, speech (recognition and synthesis), OCR, as well as applications that go well beyond computational linguistics such as revenue assurance and virtual integration (using screen scraping and web crawling to integrate systems that traditionally don’t talk together as well as they could, should as billing and customer care.

He enjoys working with very large corporations, such as the Associated Press newswire (1 million words per week) and larger datasets such as telephone call detail (1-10 billion records per month).

1 Wednesday, March 21

7:30–8:30 a.m. 8:30–11:30 a.m. 11:45 a.m.–12:45 p.m. 12:45–2:30 p.m. 2:30–5:30 p.m. 6–8 p.m. Breakfast Sessions Plenary Speaker: Lunch Sessions Reception Dinner Convocation Room WA-01 – WA-06 Christopher Sims WP-01 – WP-06 Charter Club F101 Name tag required for admittance 9:50–10:10 a.m. 3:50–4:10 p.m. Break Break

INVITED SESSION WA-01 Sensory Systems Information Theory of DNA Sequencing Room F109 Abolfazl Motahari, UC Berkeley Guy Bresler, UC Berkeley David Tse, UC Berkeley Organizer: Ernst Niebur Semantic Communication Medial Axis Generation in a Model of Perceptual Organization Madhu Sudan, Microsoft Diego Ardila, Johns Hopkins University Stefan Mihalas, Johns Hopkins University Energy-Efficient Communication via Feedback Rudiger von der Heydt, Johns Hopkins University Reza Mirghaderi, Stanford University Ernst Niebur, Johns Hopkins University Andrea Goldsmith, Stanford University Figure-Ground Classification Based on Spectral Properties of Directed Information: A bit about Significance, Estimation, Boundary Image Patches and Applications Sudarshan Ramenahalli, Johns Hopkins University Tsachy Weissman, Stanford University Stefan Mihalas, Johns Hopkins University Ernst Niebur, Johns Hopkins University INVITED SESSION WA-03 Perseveration in Attention: Inhibitory Feature- Based Attentional Network Optimization Foundation Sets Automatically Carry Over to Novel Task Contexts Room F004 Jeff Moher, Johns Hopkins University Balaji M. Lakshmana, Kennedy Krieger Institute Organizer: Mung Chiang Howard Egeth, Johns Hopkins University Joshua B. Ewen, Johns Hopkins University A Distributed Newton Method for Dynamic Network Utility Maximization with Delivery Contracts Perceptual Organization, Attention and Object Recognition: Ermin Wei, MIT Closing the Loop Asuman Ozdaglar, MIT Alex Russell, Johns Hopkins University Atilla Eryilmaz, Ohio State University Ralph Etienne-Cummings, Johns Hopkins University Ali Jadbabaie, University of Pennsylvania An Entropy Based Ideal Observer Model for Visual Saliency PDE Models for Population and Residual Work Applied to Andre Harrison, Johns Hopkins University; Peer-to-Peer Networks Ralph Etienne-Cummings, Johns Hopkins University Fernando Paganini, Universidad ORT Uruguay Andrés Ferragut, Universidad ORT Uruguay A Temporal Saliency Map for Modeling Auditory Attention Emine M. Kaya, Johns Hopkins University Simulation-Based Optimization Algorithms with Applications Mounya Elhilali, Johns Hopkins University to Dynamic Spectrum Access Nidhi Hegde, Technicolor INVITED SESSION WA-02 Alexandre Proutiere, KTH Royal Institute of Technology Science of Information: New Perspectives Sparse Signal Recovery with Graph Constraints Room F006 A. Kevin Tang, Cornell University Organizer: Wojtek Szpankowski Compact Formulation of Network Entropy Maximization Dahai Xu, AT&T Labs Quantum Information Theory

Peter Shor, MIT

Optimization of Information Flow in Biological Systems: From Embryonic Development to Predicting the (near) Future William Bialek, Princeton University

2 WA-04 Performance of Efficiently-Encodable Iteratively-Decodable Block Wireless Communications Codes Room F008 Tingjun Xie, University of Virginia Stephen G. Wilson, University of Virginia Throughput Optimization of Heterogeneous IEEE 802.11 DCF Networks Quantum Convolutional Codes: Practical Syndrome Decoder Yayu Gao, City University of Hong Kong Peiyu Tan, Lehigh University Xinghua Sun, City University of Hong Kong Jing Li, Lehigh University Lin Dai, City University of Hong Kong Iterative Decoding and Turbo Equalization: The Z-Crease Efficient Computation of Effective SINR Phenomenon Alexandra Oborina, Aalto University Jing (Tiffany) Li, Lehigh University Tero Henttonen, Renesas Mobile Europe Kai Xie, Lehigh University Visa Koivunen, Aalto University Martti Moisio, Nokia Research Center Linear Analog Codes: The Good and The Bad Kai Xie, Lehigh University Layer Arrangement for Single-User Coordinated Multi-Point Jing Li, Lehigh University Transmission Yang Liu, Lehigh University Karol Schober, Aalto University Risto Wichman, Aalto University On the Performance of Complexity-Optimized Bilayer Lengthened Timo Roman, Renesas Mobile LDPC Codes for Relay Channels Osso Vahabzadeh, Northeastern University Multicell Network Duality with Instantaneous and Statistical Masoud Salehi, Northeastern University Channel Information: A Nonlinear Perron-Frobenius Characterization Yichao Huang, University of California, San Diego WA-06 Chee Wei Tan, City University of Hong Kong Shared Resources and Cognitive Radio I Bhaskar D. Rao, University of California, San Diego Room F109

Grassmannian Packing Based Aligned Precoder Designs for Energy Efficient Transmissions in MIMO Cognitive Radio Networks Interference Channels Liqun Fu, The Chinese University of Hong Kong Khawla Alnajjar, Columbia University Ying Jun (Angela) Zhang, The Chinese University of Hong Kong Vaneet Aggarwal, AT&T Labs Jianwei Huang, The Chinese University of Hong Kong Vinay Vaishampayan, AT&T Labs Xiaodong Wang, Columbia University Energy Group-Based Dynamic Framed ALOHA for Wireless Networks with Energy Harvesting Coded-Sequence Self-Encoded Spread Spectrum over Rayleigh Fabio Iannello, NJIT Fading Channel Osvaldo Simeone, NJIT Poomathi Duraisamy, University of Nebraska Petar Popovski, Aalborg University Lim Nguyen, University of Nebraska Umberto Spagnolini, Politecnico di Milano

Wireless Data Sensing and Transmission Through Analog Codes Design of Spectrum Sensing Policy for Multi-User Multi-Band Yang Liu, Lehigh University Cognitive Radio Network Jing (Tiffany) Li, Lehigh University Jan H. Oksanen, Aalto University Kai Xie, Lehigh University Jarmo Lundén, Aalto University Jia Hou, Soochow University Visa Koivunen, Aalto University

Decision Feedback Sparsening Filter Design for Belief Propagation Effects of Quantization and Channel Errors on Sequential Detection Detectors in Cognitive Radios Raquel Machado, WPI Sachin Chaudhari, Aalto University Andrew G. Klein, WPI Jarmo Lunden, Aalto University Richard K. Martin, Air Force Institute Technology Visa Koivunen, Aalto University

WA-05 On Optimization Algorithms for the Design of Multiband Cognitive Error-Correction Codes Radio Networks Room F108 Ankita Panwar, Indian Institute of Technology Piyush Bhardwaj, Indian Institute of Technology On Threshold Prediction of Low-Density Parity-Check Codes with Onur Ozdemir, ANDRO Computational Solutions Structure Engin Masazade, Syracuse University Laurent Schmalen, Alcatel-Lucent, Bell Laboratories Chilukuri K. Mohan, Syracuse University Stephan ten Brink, Alcatel-Lucent, Bell Laboratories Pramod K. Varshney, Syracuse University Gottfried Lechner, University of South Australia Andrew L. Drozd, ANDRO Computational Solutions Andreas Leven, Alcatel-Lucent, Bell Laboratories

3 Optimal Sequential Channel Estimation for Multi-Channel Cognitive Lossless Data Compression Rate: Asymptotics and Radio Non-Asymptotics Raied Caromi, University of Arkansas at Little Rock Sergio Verdú, Princeton University Lifeng Lai, University of Arkansas at Little Rock Ioannis Kontoyiannis, Athens University of Economics and Business Throughput of Cognitive Radio Systems with Finite Blocklength Codes On Asynchronous Capacity and Dispersion Gozde Ozcan, Syracuse University Yury Polyanskiy, MIT Mustafa C. Gursoy, Syracuse University Dispersion Theorems via Second Order Analysis of Functions of Anti-Jamming Performance of Cognitive Radio Networks under Distributions Multiple Uncoordinated Jammers in Fading Environment Amir Ingber, Stanford University Wednel Cadeau, State University of New York at Binghamton Da Wang, MIT Xiaohua Li, State University of New York at Binghamton Yuval Kochman, Hebrew University

INVITED SESSION On the Dispersions of Three Network Information Theory Problems WP-01 Vincent Tan, Institute of Infocomm Research Large Alphabets Oliver Kosut, MIT Room F008 Random-Coding Bounds that Attain the Joint Source-Channel Organizer: Aaron Wagner Exponent Adrià Tauste Campo, Universitat Pompeu Fabra Group Symmetry and Covariance Regularization Gonzalo Vazquez-Vilar, Universitat Pompeu Fabra Parikshit Shah, University of Wisconsin Albert Guillén i Fàbregas, ICREA & Universitat Pompeu Fabra Venkat Chandrasekaran, UC Berkeley Tobias Koch, University of Cambridge Alfonso Martinez, Universitat Pompeu Fabra Large Alphabets: Finite, Infinite, and Scaling Models Mesrob I. Ohannessian, MIT INVITED SESSION Munther A. Dahleh, MIT WP-03 Economic Network Optimization Prediction Over Countably Infinite Alphabets Room F004 Narayana Santhanam, University of Hawaii Venkat Anantharam, UC Berkeley Organizer: Mung Chiang

Minimax Redundancy for Large Alphabets Investment and Competition in Unlicensed Spectrum Wojtek Szpankowski, Purdue University Hang Zhou, Northwestern University Randall A. Berry, Northwestern University Optimal Estimators for Entropy, Support Size, and Related Michael L. Honig, Northwestern University Properties Rakesh Vohra, Northwestern University Gregory Valiant, UC Berkeley Paul Valiant, UC Berkeley ContrAuction: An Integrated Contract and Auction Design for Dynamic Spectrum Sharing Near-Lossless Compression of Large Alphabet Sources Lin Gao, The Chinese University of Hong Kong Benjamin G. Kelly, GE Global Research Jianwei Huang, The Chinese University of Hong Kong Aaron B. Wagner, Cornell University Ying-Ju Chen, University of California, Berkeley Biying Shou, City University of Hong Kong INVITED SESSION WP-02 Predictable Revenue under Processor Sharing Finite-Blocklength Fundamental Limits in Information Sharad Birmiwal, University of Waterloo Theory Ravi R. Mazumdar, University of Waterloo Room F006 Shreyas Sundaram, University of Waterloo

Organizer: Albert Guillen i Fabregas Spectrum Pricing Games with Random Valuations of Secondary Users On the Queueing Behavior of Gilbert-Elliott Channels in the Rare- Gaurav S. Kasbekar, University of Pennsylvania Transition Regime Saswati Sarkar, University of Pennsylvania Fatemeh Hamidi-Sepehr, Texas A&M University Henry D. Pfister, Texas A&M University The Impact of Incomplete Information on Games in Parallel Relay Jean-Francois Chamberland, Texas A&M University Networks Hongda Xiao, Yale University A New Converse in Rate-Distortion Theory Edward M. Yeh, Yale University Victoria Kostina, Princeton University Sergio Verdú, Princeton University On the Stability of ISPs\’ Coalition Structure: Shapley Value Based Revenue Sharing Hyojung Lee, KAIST; Hyeryung Jang, KAIST Jeong-woo Cho, KTH; Yung Yi, KAIST

4 WP-04 Helping Interferer Physical Layer Security Strategies for M-QAM and Routing M-PSK Systems Room F112 Arsenia Chorti, Princeton University

Maximal Throughput Routing in Wireless Linear Networks Anonymity in Networks under Max-Min Fairness Criterion Yao Xiao, University of Delaware Abhishek Mishra, Lehigh University Leonard J. Cimini, University of Delaware Parv Venkitasubramaniam, Lehigh University

Scheduling Algorithms and Bounds for Rateless Data Dissemination Jamming Game Against Multi-Rate Superposition Coding in Dense Wireless Networks Transmitters Kan Lin, Boston University Koorosh Firouzbakht, Northeastern University David Starobinski, Boston University Guevara Noubir, Northeastern University Ari Trachtenberg, Boston University Masoud Salehi, Northeastern University Sachin Agarwal, NEC Europe WP-06 Survivable Paths in Multilayer Networks Shared Resources and Cognitive Radio II Marzieh Parandehgheibi, MIT Room F109 Hyang-Won Lee, Konkuk University Eytan Modiano, MIT Using Hidden Markov Models to Enable Performance Awareness and Noise Variance Estimation for Energy Detection in Cognitive Radio Network Coding Aware Power Control in Wireless Networks Dusadee Treeumnuk, Old Dominion University Kai Su, WINLAB Rutgers University Dimitrie C. Popescu, Old Dominion University Dan Zhang, WINLAB Rutgers University Narayan B. Mandayam, WINLAB Rutgers University An Approximate Dynamic Programming Based Non-Myopic Sensor Selection Method for Target Tracking A Fully Distributed Algorithm for Throughput Performance in Engin Masazade, Syracuse University Wireless Networks Ruixin Niu, Virginia Commonwealth University Eyjolfur Asgeirsson, Reykjavik University Pramod K. Varshney, Syracuse University Magnus Halldorsson, Reykjavik University Pradipta Mitra, Reykjavik University On Energy Detector for Cooperative Spectrum Sensing Fangrong Peng, Syracuse University On the Performance of Averaged Optimal Routing Hao Chen, Boise State Unvierdsity Nithin Michael, Cornell University Biao Chen, Syracuse University Ao Tang, Cornell University G. E. Suh, Cornell University Eigenvalue-Based Cooperative Spectrum Sensing with Finite Samples/Sensors WP-05 Sheng Wang, Oklahoma State University Security and Robustness Nazanin Rahnavard, Oklahoma State University Room F108 Jointly Cooperative DF Relaying for Secondary Spectrum Access Security Analysis for Order Preserving Encryption Schemes Songze Li, University of Southern California Liangliang Xiao, UTD Urbashi Mitra, University of Southern California Osbert Bastani, Harvard University Vishnu Ratnam, Indian Institute of Technology, Kharagpur I-Ling Yen, UTD Ashish Pandharipande, Philips Research Europe

Identification of Anomalous Network Security Token Usage via Delay Minimization for Random Scheduling in Centralized Wireless Clustering and Density Estimation Networks Richard E. Harang, ICF International Xin Liu, Broadcom Inc. William J. Glodek, U.S. Army Research Laboratory Athina Petropulu, Rutgers University

Mitigation of Byzantine Attacks for Target Location Estimation in Inattentive Cognitive Radios: Cognition with Information Processing Wireless Sensor Networks Constraints Aditya Vempaty, Syracuse University Virgilio Rodriguez, RWTH Aachen Onur Ozdemir, ANDRO Computational Solutions Pramod K. Varshney, Syracuse University Fair Scheduling and Resource Allocation for Wireless Cellular Net- work with Shared Relays Performance of Coded-Sequence Self-Encoded Spread Spectrum Yicheng Lin, University of Toronto under Pulsed-Noise Wei Yu, University of Toronto Jamming Poomathi Duraisamy, University of Nebraska Lim Nguyen, University of Nebraska

Deaf Cooperation for Secrecy with a Multi-Antenna Helper Raef Bassily, University of Maryland Sennur Ulukus, University of Maryland

5 Thursday, March 22 7:30–8:30 a.m. 8:30–11:30 a.m. 11:45 a.m.–12:45 p.m. 12:45–2:30 p.m. 2:30–5:30 p.m. 6–8 p.m. Breakfast Sessions Plenary Speaker: Lunch Sessions Reception Dinner Convocation Room TA-01–TA-05 Amos Lapidoth TP-01–TP-06 Charter Club F101 Name tag required for admittance 9:50–10:10 a.m. 3:50–4:10 p.m. Break Break

Computational Neuroanatomy and Gene Expression: Optimal Sets of INVITED SESSION Marker Genes for Brain Regions TA-01 Pascal Grange, Cold Spring Harbor Laboratory Peer-to-Peer Wireless Networks Partha P. Mitra, Cold Spring Harbor Laboratory Room F006 On the Equivalence of Hebbian Learning and the SVM Formalism Organizer: Dongning Guo Thomas Nowotny, University of Sussex Ramon Huerta, UCSD Interference-Induced Diversity Loss in Poisson SIMO Networks Martin Haenggi, University of Notre Dame Robust Particle Filters via Sequential Pairwise Reparameterized Gibbs Sampling Mobile Device Positioning Using Learning and Cooperation Liam Paninski, Columbia University Aleksandar Jovicic, Qualcomm Inc. Kamiar Rahnama Rad, Columbia University Ivan Klimek, Technical University Kosice Michael Vidne, Columbia University Cyril Measson, Qualcomm Inc. Tom Richardson, Qualcomm Inc. A Network Model of Multiplicative Attentional Modulation Lei Zhang, Northwestern University Stefan Mihalas, Allen Institute for Brain Science Rudiger von der Heydt, Johns Hopkins University Network Coding for Facilitating Secrecy in Large Wireless Networks Ernst Niebur, Johns Hopkins University Cagatay Capar, University of Massachusetts Dennis Goeckel, University of Massachusetts Predicting Discrimination of Formant Frequencies in Vowels with a Computational Model of the Auditory Midbrain Rate Region for a Class of Delay Mitigating Codes and P2P Laurel H. Carney, University of Rochester Networks Joyce M. McDonough, University of Rochester Steven P. Weber, Drexel University Congduan Li, Drexel University Observability and Controllability of Small Neuronal Network Motifs John M. Walsh, Drexel University Andrew J. Whalen, Penn State University Sean N. Brennan, Penn State University Wireless Peer-to-Peer Scheduling in Mobile Networks Timothy D. Sauer, George Mason University Michael J. Neely, University of Southern California Steven J. Schiff, Penn State University

Topology-Transparent Scheduling in Mobile Ad Hoc Networks INVITED SESSION Supporting Heterogeneous Quality of Service Guarantees TA-03 Yiming Liu, Princeton Univeristy Wireline Network Optimization Lin Zhang, Tsinghua University Room F004 Victor O.K. Li, Hongkong University Ka Cheong Leung, Hongkong University Organizer: Mung Chiang Wenzhu Zhang, Tsinghua University Scheduling Algorithms for Optimizing the Tradeoffs between Delay, Queue Size and Energy INVITED SESSION Matthew Andrews, Alcatel-Lucent Bell Labs TA-02 Lisa Zhang, Alcatel-Lucent Bell Labs Computational Neuroscience Room F008 Inter-domain Traffic Engineering as Bi-level Network Flow Optimization Organizer: Siamak Sorooshyari Praveen K. Muthuswamy, RPI Koushik Kar, RPI Changes in Saccade Kinematics Associated with Novelty and Value Aparna Gupta, RPI of a Stimulus Murat Yuksel, RPI Thomas Reppert, Johns Hopkins University Jennie Choi, Johns Hopkins University Compatibility of Vectored and Non-Vectored VDSL2 Adrian Haith, Johns Hopkins University Kenneth J. Kerpez, ASSIA, Inc. Reza Shadmehr, Johns Hopkins University John M. Cioffi, ASSIA, Inc. Stefano Galli, ASSIA, Inc. Aakanksha Chowdhery, Stanford University

6 Decentralized Capacity Reallocation for a Loss Network TA-05 Aditya C. Kurve, Penn State University Channel Capacity Guodong Pang, Penn State University Room F108 George Kesidis, Penn State Universit Gustoavo de Veciana, University of Texas Universal Communication over Arbitrarily Varying Channels Yuval Lomnitz, Tel Aviv University Datacenter Net Profit Optimization with Deadline Dependent Pricing Meir Feder, Tel Aviv University Wei Wang, George Washington University Peng Zhang, George Washington University Capacity Theorems for Three-User Cooperative Relay Broadcast Tian Lan, George Washington University Channels Vaneet Aggarwal, AT&T Research Labs Liang Chen, University of Maryland

Optimal Cooperative Content Placement Algorithms in Hierarchical Achievable Rates for Multiple-Level Relay Networks with Cache Topologies Supplementary Non-Broadcast Links Konstantinos Poularakis, University of Thessaly Cletis J. Nicklow, West Virginia University Leandros Tassiulas, University of Maryland Daryl Reynolds, West Virginia University

TA-04 On Optimal Message Assignments for Interference Channels with Learning, Estimation, and Detection I Comp Transmission Room F112 Aly El Gamal, University of Illinois at Urbana Champaign Sreekanth Annapureddy, University of Illinois at Urbana Champaign On Greedy Adaptive Measurements Venu Veeravalli, University of Illinois at Urbana Champaign Entao Liu, Colorado State University Edwin Chong, Colorado State University A New Forwarding Strategy for Wireless Relay Channels: Analog-Encode-and-Forward(AEF) Complexity Reduction of Kernel Discriminant Analysis Xuanxuan Lu, Lehigh University Yuxi Hou, Korea Advanced Institute of Science Jing Li, Lehigh University Hwang-Ki Min, Korea Advanced Institute of Science Yang Liu, Lehigh University Seungwon Lee, Korea Advanced Institute of Science Xingkai Bao, Alcatel-Lucent Inc. Seokho Yoon, Sungkyunkwan University Seong Ro Lee, Mokpo National University The impact of Half-Duplex Relaying on the Effective Capacity of Iickho Song, Korea Advanced Institute of Science Two-Hop Communication Systems Deli Qiao, University of Nebraska Semisupervised Domain Adaptation for Mixture Model Based Mustafa C. Gursoy, Syracuse University Classifiers Senem Velipasalar, Syracuse University Jayaram Raghuram, Penn State University David J. Miller, Penn State University Achievable Rate Regions for Broadcast Channels with George Kesidis, Penn State University Compress and Forward Relaying Liang Chen, University of Maryland On Bayesian Filtering for Multi-Object Systems Ba Tuong Vo, The University of Western Australia INVITED SESSION TP-01 Locally Optimum and Suboptimum Detection of Complex-Valued Wireless with Limited Network Information Cyclostationary Signals Room F006 Jarmo Lunden, Aalto University Visa Koivunen, Aalto University Organizer: Vaneet Aggarwal

On Forward Recursive Estimation for Bivariate Markov Chains Learning Beyond Local View: Value and Information in The Bits Yariv Ephraim, George Mason University Achaleshwar Sahai, Rice University Brian L. Mark, George Mason University A. Salman Avestimehr, Cornell University Ashutosh Sabharwal, Rice University Smart Grid System State Measurement Estimation over Wireless Channels Multi-Way Relay Based Deterministic Broadcast with Side Jun Geng, University of Arkansas at Little Rock Information: Pair-wise Network Coding is Sum-Capacity Optimal Husheng Li, University of Tennessee Viveck R. Cadambe, MIT Lifeng Lai, University of Arkansas at Little Rock Joint Spatial Division and Multiplexing: Realizing Massive MIMO Spatial Compressive Sensing in MIMO Radar with Random Arrays Gains with Limited Channel State Information Marco Rossi, New Jersey Institute of Technology Junyoung Nam, ETRI Alexander M. Haimovich, New Jersey Institute of Technology Jae-Young Ahn, ETRI Yonina C. Eldar, Technion, Israel Institute of Technology Ansuman Adikhary, University of Southern California Giuseppe Caire, University of Southern California

7 Distinguishing Between Channel Errors and Collisions in IEEE 802.11 Information Diffusion in Overlaying Social-Physical Networks Muhammad N. Aman, Rensselaer Polytechnic Institute Osman Yagan, CyLab Biplab Sikdar, Rensselaer Polytechnic Institute Dajun Qian, Arizona State University Junshan Zhang, Arizona State University A New Inner Bound For The Interference Relay Channel Douglas Cochran, Arizona State University Hieu T. Do, KTH School of Electrical Engineering Tobias J. Oechtering, KTH School of Electrical Engineering Status Updates Through Queues Mikael Skoglund, KTH School of Electrical Engineering Sanjit Kaul, IIIT-Delhi Roy Yates, Rutgers University Retro-Cooperative Interference Alignment and the DoF Region of the Marco Gruteser, Rutgers University (M , N)^3 Interference Network with Limited Shannon Feedback Chinmay S. Vaze, University of Colorado TP-04 Mahesh K. Varanasi, University of Colorado Learning, Estimation, and Detection II Room F112 INVITED SESSION TP-02 A Bayesian Max-Product EM Algorithm for Reconstructing Multidisciplinary Perspectives on Goal-Oriented Structured Sparse signals Communication Zhao Song, Iowa State University Room F008 Aleksandar Dogandzic, Iowa State University

Organizer: Cedric Langbort and Pulkit Grover On the Convergence of the Spectral Density of Autoregressive Approximations via Empirical Covariance Estimates Complexity Versus Conflict in Communication Syamantak Datta Gupta, University of Waterloo Joel Sobel, University of California, San Diego Ravi Mazumdar, University of Waterloo

Reliable and Efficient Communication through a Controlled Impact of MCMC Convergence Behavior on MMC Parallelization Dynamical System Charles Brunet, Université Laval John Baillieul, Boston University Marc Parizeau, Université Laval Leslie A. Rusch, Université Laval Compression Against Uncertain Priors Madhu Sudan, MIT Adaptive Bi-Modal Decoder for Binary Source Estimation with Two Observers Toward a Secure Data-rate Theorem Abolfazl Razi, University of Maine Paul Cuff, Princeton University Ali Abedi, University of Maine

On Myopic Strategies in Dynamic Adversarial Team Decision Carcinoma Cell Line Discrimination in Microscopic Images Using Problems Unbalanced Wavelets Abhishek Gupta, UIUC Furkan Keskin, Bilkent University Pulkit Grover, Stanford University Alexander Suhre, Bilkent University Cedric Langbort, UIUC; Tamer Basar, UIUC Tulin Ersahin, Bilkent University Rengul Cetin-Atalay, Bilkent University INVITED SESSION Enis A. Cetin, Bilkent University TP-03 Social Network Optimization Distributed Change Detection in Gaussian Graphical Models Room F004 Chuanming Wei, Lehigh University Ami Wiesel, Hebrew University of Jerusalem Organizer: Mung Chiang Rick Blum, Lehigh University

Teaching 20Q of Networks Electric Grid State Estimators for Distribution Systems with Mung Chiang, Princeton University Microgrids Jing Huang, Univ. of Notre Dame Optimal Proactive Download and Demand Shaping for Serving Vijay Gupta, Univ. of Notre Dame Predictable Users Yih-Fang Huang, Univ. of Notre Dame John Tadrous, Ohio State University Atilla Eryilmaz, Ohio State University Detecting Clustering in Streams Hesham El Gamal, Ohio State University Michael Picollelli, University of Delaware Charles Boncelet, University of Delaware Long Run Equilibria in Social Games with Coordination Reward Lisa Marvel, United States Army Research Lab Maya Kabkab, University of Maryland Richard J. La, University of Maryland

Detecting Hidden Communities in Online Auction Networks Kai Zhu, Iowa State University Yong Guan, Iowa State University Lei Ying, Iowa State University

8 TP-05 MIMO Radar Under General Waveform Correlations/Antenna Information Theory Spacing: Optimum Detectors, Detection Performance and Waveform Room F108 Design Anand Srinivas Guruswamy, Lehigh University Algebraic Information Theory and Stochastic Resonance for V Umapathi Reddy, C R Rao AIMSCS Binary-Input Binary-Output Channels Rick Blum, Lehigh University Ira S. Moskowitz, Naval Research Laboratory Paul Cotae, University of the District of Columbia Diffusion Source Localization on Large Meshes and Networks Pedro N. Safier, S&J Solutions, LLC Yue M. Lu, Harvard University

Sending Linear Functions of Correlated Gaussian Sources over a MAC in the Presence of known Interference at the Transmitter Shahab Ghasemi-Goojani, Sharif University of Technology Hamid Behroozi, Sharif University of Technology

Power Control in the Cognitive Cooperative Multiple Access Channel Onur Kaya, ISIK UNIVERSITY Murat Ýþleyen, ISIK UNIVERSITY

Sending a Gaussian Source over an AWGN Channel in the Presence of an Unknown Interference Shahab Ghasemi-Goojani, Sharif University of Technology Hamid Behroozi, Sharif University of Technology

Non-Linear Bandwidth Reduction Schemes for Transmission of Multivariate Gaussian Sources over Noisy Channels Bo Lu, University of Delaware Javier Garcia-Frias, University of Delaware

On Critical Thresholds for Influence Spreading Kai Cai, Arizona State University Junshan Zhang, Arizona State University

Analysis of Linear Channel Codes with Continuous Code Space Yang Liu, Lehigh University Jing Li, Lehigh University Kai Xie, Lehigh University

TP-06 Localization Room F109

De-Noising by Wiener Filter and Wavelet Based Methods for Emitter Localization Systems Mohammad Pourhomayoun, Binghamton University Mark Fowler, Binghamton University

Spatial Sparsity Based Emitter Localization Mohammad Pourhomayoun, Binghamton University Mark Fowler, Binghamton University Eva Wu, Binghamton University

A Vector Channel Approach to Waveform Optimization in Radar Systems Amanda Daniel, Old Dominion University Dimitrie C. Popescu, Old Dominion University

Target Detection in Bistatic Radar Networks: Node Placement and Dynamic Frequency Selection Ling Tang, Southeast University Xiaowen Gong, Arizona State University Jianhui Wu, Southeast University Junshan Zhang, Arizona State University

9 Friday, March 23

7:30–8:30 a.m. 8:30–11:30 a.m. 11:45 a.m.–12:45 p.m. 12:45–2:30 p.m. 2:30–5:30 p.m. 6–8 p.m. Breakfast Sessions Plenary Speaker: Lunch Sessions Reception Convocation Room FA-01 – FA-06 Kenneth Church FP-01–FP-06 Charter Club F101 Ticket required for admittance 9:50–10:10 a.m. 3:50–4:10 p.m. Break Break

INVITED SESSION Distributed Learning from Social Sampling FA-01 Anand D. Sarwate, Toyota Technological Institute at Chicago Compressed Sensing Tara Javidi, University of California, San Diego Room F006 Information Gathering Control via Exploratory Path Planning Organizer: Antonia Tulino Luca Valente, UCLA Richard Tsai, UT Austin Designing Optimal Deterministic Measurement Matrices using Stefano Soatto, UCLA LDPC Codes Arash Saber Tehrani, University of Southern California INVITED SESSION Alexandros G. Dimakis, University of Southern California FA-03 Wireless Network Optimization A Study of the Universal Threshold in the L1 Recovery by Statistical Room F004 Mechanics Koujin Takeda, Tokyo Institute of Technology Organizer: Mung Chiang Yoshiyuki Kabashima, Tokyo Institute of Technology Backlog-Based Random Access in Wireless Networks: Fluid Limits Compressed Sensing Phase Transitions: Rigorous Bounds versus and Instability Issues Replica Predictions Javad Ghaderi, University of Illinois at Urbana-Champaign Galen Reeves, Stanford University Sem Borst, Bell Labs Michael Gastpar, UC Berkeley Phil Whiting, Bell Labs

Hybrid Approximate Message Passing with Applications to Prospects in a Wireless Random Access Game Structured Sparsity Tianming Li, WINLAB, Rutgers University Sundeep Rangan, Polytechnic Institute of New York University Narayan B. Mandayam, WINLAB, Rutgers University

Compressive Depth Acquisition Cameras: Principles and Multihop Wireless Networks - A Vision Becoming Reality Demonstrations Mahdi Lotfinezhad, University of Toronto Vivek Goyal, Massachusetts Institute of Technology Peter Marbach, University of Toronto

INVITED SESSION Downlink Wireless Scheduling with Backhaul Constraints FA-02 Sundeep Rangan, NYU-Poly Information Theory in Learning and Control Room F008 Asymptotic Analysis of Max-Min Weighted SINR in Multiuser Downlink Organizer: Maxim Raginsky Yichao Huang, UCSD; Chee Wei Tan, City University of Hong Kong Implicit Communication for Efficiency and Security in Cyber- Bhaskar D. Rao, UCSD Physical Systems Pulket Grover, Stanford University Doubly Robust Power Optimization for Network Localization William Wei-Liang Li, The Chinese University of Hong Kong Active Hypothesis Testing: Sequentiality and Adaptivity Gains Yuan Shen, MIT Mohammad Naghshvar, UCSD Angela Yingjun Zhang, The Chinese University of Hong Kong Tara Javidi, UCSD Moe Z. Win, Massachusetts Institute of Technology

On Optimal Block Markov Coding Schemes for Multiple-Access FA-04 Channel with Feedback Signal Processing I Aditya Mahajan, McGill University Room F112

Quickest Search for a Rare Distribution Optimum Nonlinearity and Approximation in Complex FastICA Matthew L. Malloy, University of Wisconsin Yang Zhang, University of Pennsylvania Gongguo Tang, University of Wisconsin Saleem Kassam, University of Pennsylvania Robert D. Nowak, University of Wisconsin

10 Complex Nonlinear Adaptive Predistortion Single-user and Multi-user Mode Selection for MIMO Broadcast Jakob Harmon, University of Virginia Channels with Imperfect Channel State Information Stephen G. Wilson, University of Virginia Qi Wang, University of Delaware Leonard J. Cimini, University of Delaware Comparisons of One and Two Adaptation Gain Complex PtNLMS Larry J. Greenstein, University of Delaware Algorithms Douglas S. Chan, Cisco Systems Kevin Wagner, Naval Research Laboratory Milos Doroslovacki, Naval Research Laboratory Coded MIMO Systems with Modulation Diversity for Block-Fading Channels On Toeplitz Approximation to Empirical Correlation Matrix of Yueqian Li, ECE, Northeastern University Financial Asset Returns Masoud Salehi, ECE, Northeastern University Ali Akansu, NJIT ECE Department Mustafa Torun, NJIT ECE Department FA-06 Ad hoc Networks Generalized DFT Based Partial Matched Filter Bank for Doppler Room F109 Estimation Yuewen Wang, NJIT ECE Department On Analog Computation of Vector-Valued Functions in Clustered Ali Akansu, NJIT ECE Department Wireless Sensor Networks Mario Goldenbaum, Technische Universität Berlin A Computational Signal Algebra Framework for a General Class of Holger Boche, Technische Universität München Discrete Cohen Distributions Slawomir Stanczak, Fraunhofer Institute for Telecommunicati Juan Pablo Soto Quiros, University of Puerto Rico Domingo Rodriguez, University of Puerto Rico Preliminary Performance Evaluation of Sensor Network with Intermediate Fusion Helper for Cognitive Radios DS+CS: Joint Direct and Compressive Sampling for Signals with Chunxuan Ye, InterDigital Communications Nonuniform Sparsity Alpaslan Demir, InterDigital Communications Behzad Shahrasbi, Oklahoma State University Yan Li, InterDigital Communications Nazanin Rahnavard, Oklahoma State University Optimality of Myopic Scheduling and Whittle Indexability for Energy Query-Based Models and Algorithms for Distributed Information Harvesting Sensors Dissemination Fabio Iannello, NJIT Efecan Poyraz, University of California, San Diego Osvaldo Simeone, NJIT Rene L. Cruz, University of California, San Diego Umberto Spagnolini, Politecnico di Milano

FA-05 Optimal Transmission Policies for Energy Harvesting Two-hop MIMO Networks Room F108 Oner Orhan, Polytechnic Institute of NYU Elza Erkip, Polytechnic Institute of NYU Performance of Link Adaptation Algorithms and Reconfigurable Antennas for MIMO-OFDM Wireless Systems Enhancing Data Persistence of Wireless Networks: Where NeMo George D. Sworo, Drexel University meets OFDM Moshe Kam, Drexel University Giwan Choi, Georgia Institute of Technology Kapil R. Dandekar, Drexel University Sungeun Lee, Georgia Institute of Technology Xiaoli Ma, Georgia Institute of Technology Receiver-Coordinated Distributed Transmit Nullforming with Channel State Uncertainty Distributed Clustering and Interference Avoidance in Cognitive Donald R. Brown, WPI Femtocell Networks Upamanyu Madhow, UCSB Kianoush Hosseini, University of Toronto Patrick Bidigare, BBN Technologies Raviraj S. Adve, University of Toronto Soura Dasgupta, University of Iowa Analysis of Hierarchical Resource Allocation using Graph Algorithms Beamforming Design for Coordinated Direct and Relay Systems in Homogeneous Poisson Point Process Femtocell Networks Fan Sun, Aalborg University Sanam Sadr, University of Toronto Elisabeth Carvalho, Aalborg University Raviraj Adve, University of Toronto Chan Thai, Aalborg University Petar Popovski, Aalborg University Optimal Power Policy for Energy Harvesting Transmitters with Inefficient Energy Storage Performance Analysis of Random Beamforming with Heterogeneous Kaya Tutuncuoglu, Pennsylvania State University Users Aylin Yener, Pennsylvania State University Yichao Huang, University of California, San Diego Bhaskar D. Rao, University of California, San Diego

11 INVITED SESSION INVITED SESSION FP-01 FP-03 Inference and Information Energy Network Optimization Room F006 Room F004

Organizer: Devavrat Shah Organizer: Mung Chiang

Sparse Choice Models Simple and Effective Dynamic Provisioning for Power-Proportional Srikanth Jagabathula, Microsoft Research Data Centers Tan Lu, The Chinese University of Hong Kong Fast Global Convergence of Gradient Methods for Solving High– Minghua Chen, The Chinese University of Hong Kong Dimensional M-Estimators Sahand Negahban, MIT Statistical Aspects of Storage Systems Modelling in Energy Networks A Non-Asymptotic Non-Stationary AEP under Convexity, and Andrei I. Bejan, Statistical Laboratory, University of Cambridge Applications Richard J. Gibbens, Computer Laboratory, University of Cambridge Mokshay Madiman, Frank P. Kelly, Statistical Laboratory, University of Cambridge

Convex Graph Invariants OPF using Branch Flow Equations Venkat Chandrasekaran, Masoud Farivar, California Institute of Technology Pablo A. Parrilo, Steven Low, California Institute of Technology Alan S. Willsky, Mani Chandy, California Institute of Technology

Budget-Optimal Task Allocation for Reliable Crowdsourcing Systems Asynchronous Scheduling for Energy Optimality in Systems with Sewoong Oh, Multiple Servers Michael J. Neely, University of Southern California INVITED SESSION FP-02 Delay Limited Wireless Communication with Secrecy Compressed Sensing II Onur Gungor, Ohio State University Room F008 Jian Tan, IBM Research C. Emre Koksal, Ohio State University Organizer: Arian Maleki Hesham El Gamal, Ohio State University Ness B. Shroff, Ohio State University Linear System Identification via Atomic Norm Regularization Parikshit Shah, University of Wisconsin FP-04 Badrinarayan Bhaskar, University of Wisconsin Signal Processing II Ben Recht, University of Wisconsin Room F112

New Methods for Multiple Sparse Recovery Volterra Series Analysis of Semiconductor Optical Amplifiers Sujay Sanghavi, University of Texas Makhin Thitsa, Old Dominion University W. Steven Gray, Old Dominion University Expectation-Maximization Gaussian-Mixture Approximate Message Passing Power-Rate-Quality Optimized Scalable Video Adaptation Jeremy Vila, The Ohio State University Zhan Ma, Samsung Telecommunications America Philip Schniter, The Ohio State University Felix Fernandes, Samsung Telecommunications America Yao Wang, Polytechnic Institute of NYU Sparse Recovery from Nonlinear Measurements with Applications in Bad Data Detection for Power Networks An Improved LDPC Decoding Scheme with Reverse Bit Order Mode Meng Tang, Cornell University for Distributed Video Codec Weiyu Xu, Cornell University BIN LI, Beijing University of Posts and Telecommunications A. Kevin Tang, Cornell University Yumei Wang, Beijing University of Posts and Telecommunications Yu Liu, Beijing University of Posts and Telecommunications Error Concealment for Visual Data via Low-Rank Tensor Lin Zhang, Beijing University of Posts and Telecommunications Approximation Dung T. Nguyen, Johns Hopkins University Novel GPU Implementation of Jacobi Algorithm for Karhunen-Loeve Minh D. Dao, Johns Hopkins University Transform of Dense Matrices Trac D. Tran, Johns Hopkins University Mustafa Torun, New Jersey Institute of Technology Onur Yilmaz, New Jersey Institute of Technology Novel Spatio-Temporal Compressed Sensing with Coded Apertures Ali Akansu, New Jersey Institute of Technology and Keyed Exposures Rebecca Willet, Duke University Image Hashing via Hough Transform Shuhua Lai, Georgia Gwinnett College Nian Zhang, University of the District of Columbia

12 On the Probability of Symbol Error for Two-Dimensional Signal Con- Robust Synchronization for OFDM Employing Zadoff-Chu Sequence stellations with Non-Uniform Decision Regions Malik Muhammad Usman Gul, Georgia Institute of Technology Abdullah Cay, Old Dominion University Sungeun Lee, Georgia Institute of Technology Dimitrie C. Popescu, Old Dominion University Xiaoli Ma, Georgia Institute of Technology

WP-05 A New Improved-Performance Decoding Technique for Wireless Communication with Relays Asymmetrically-Clipped Optical-OFDM Room F108 Eyal Katz, New Jersey Institute of Technology Yeheskel Bar-Ness, New Jersey Institute of Technology Energy-Efficient Best-Select Relaying in Wireless Cooperative Net- Amir Laufer, New Jersey Institute of Technology works Gubong Lim, University of Delaware; Carrier Frequency Offset Estimation for Interleaved SC-FDMA Leonard Cimini, University of Delaware Systems Malik Muhammad Usman Gul, Georgia Institute of Technology Overhead-Performance Tradeoff for Relay Selection in Cooperative Sungeun Lee, Georgia Institute of Technology Networks Xiaoli Ma, Georgia Institute of Technology Hao Feng, University of Delaware Leonard J. Cimini, University of Delaware

Relaying under Structured Interference Kagan Bakanoglu, Polytechnic Institute of New York University Elza Erkip, Polytechnic Institute of New York University Osvaldo Simeone, New Jersey Institute of Technology Shlomo Shamai, Technion Institute of Technology

Channel Quantization and Bit Allocation in Multi-Source Multi-Relay Cooperative Networks Ehsan Karamad, University of Toronto Raviraj S. Adve, University of Toronto

Joint Power Allocation and Relay Selection for Network-Coded Two- Way Relaying Setareh Maghsudi, Technical University of Berlin Slawomir Stanczak, Technical University Berlin

Adaptive Channel Estimation in Decode and Forward Relay Networks Qingxiong Deng, Worcester Polytechnic Institute Raquel G. Machado, Worcester Polytechnic Institute Andrew G. Klein, Worcester Polytechnic Institute

Antenna Selection in Relay Networks with Multiple Source-Destina- tion Pairs in the Presence of Imperfect CSI Yupeng Liu, Rutgers University Athina Petropulu, Rutgers University

FP-06 OFDM Room F109

On Optimal Detection for Linearly Precoded MIMO-OFDM Systems with Imperfect CSIT Felip Riera-Palou, University of the Balearic Islands Guillem Femenias, University of the Balearic Islands

Combating Pulse Noise and ISI in Power Line Communication Systems Kai Xie, Lehigh University Jing (Tiffany) Li, Lehigh University

OFDM-Constrained Channel Capacity Estimates of the SIMO Shallow Underwater Communication Channel Yingying Zhu, Washington State University Thomas R. Fischer, Washington State University Benjamin J. Belzer, Washington State University

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(E7) Street 120 Alexander (E7) Street Alexander 126 (E7) Street 130 Alexander (E7) Street Alexander 132-134 (E7) Street 136 Alexander (E7) Street Alexander 138-140 (E7) Street 144 Alexander (E8) Street Alexander 172 (E8) Street 180 Alexander (E10) Street Alexander 228 (E10) Street Alexander 262 (ROTC) Street Alexander 294 ollege tion ollege A ollege ollege ollege (D7) ollege MA n c B es c Theater, G3) they c Berlind Theatre (E6) Berlind Theatre (H1) Theatre Garden (E5) McCarter Theatre Intime (Murray Theatre H5; Chancellor Green, G2) Green, H5; Chancellor H5) Center, Hall, I4) (Robertson K9) Gymnasium, F1) Square, Inn, Palmer (Nassau Dinky, E6) L9) Lot 21, (F6) ocke F eller c Registrar (West College, F3) College, (West Registrar Campus Center, (Frist Restrooms Theatres: Campus (Frist Center Women’s School Wilson Woodrow Athletics Stadium (I9) 1952 (Jadwin Office Ticket Athletic Rink (F7) Baker (K8) DeNunzio Pool (F5) Dillon Gymnasium (K9) Jadwin Gymnasium Stadium (K6) Princeton Stadium (H8) Roberts t r A nsport Airport Newark Shuttle Bus to F2) Street, (Nassau Taxi Station, (Princeton Train 23, F9; (Lot Parking Visitor Student Residences Butler c 1915 Hall (G6) Hall (G7) 1967 Hall (G6) 1976 Hall (G7) Bloomberg Bogle Hall (G6) Hall (H6) Wilf Hall (G6) Wu (G6) Hall Yoseloff For M A Blair Hall (E3) Hall (F4) Edwards Hall (E2) Hamilton Joline Hall (E3) Little Hall (F4) r Hall (F3) Buyers Campbell Hall (F3) Holder Hall (E2) Madison Hall (E2) Hall (F3) Witherspoon Whit 1981 Hall (F7) Hall (F6) Baker Hall (F6) Community Hall (F6) Fisher Hall (F6) Hargadon Hall (F6) Lauritzen Tower Family Murley-Pivirotto North Hall (F6) Laboratory, J8) Laboratory, Betts (Architecture School, H3) Betts (Architecture Hall, I4) Dodds (Robertson Hall, H3) Helm (50 McCosh Hall, F3) (Alexander Richardson I6) floor, Hall, second (Fine Taplin Chemistry (Frick Taylor Hall, H3) (10 McCosh Wood House, F2) I6) E3) Place, Street, Chambers Bulletin (22 E1) E7) Street, Alexander L4) Avenue, F3) College, Hall, G3) Hall, G3) (Clio F3) College, (West E12) South Building, F6) (New K4) Avenue, F3) College, (West H5) Center, H5) Center, G1) Street, I2) Street, Nassau Drive, F7) G1; 36 Street, (114 Nassau E3) Place, University Princeton Princeton University Destinations (Clio Hall, G3) Office Admission (Maclean Alumni Association Art Museum (G4) Auditoriums: (E6) Berlind Theatre Library, (Lewis Center Broadcast (G3) Cannon Green (36 University Services Career (H3) Chapel University Communications, (120 Center International Davis (91 Prospect Research Dean for (West Dean of the College (Nassau Dean of the Faculty School Dean of the Graduate Students Dean of Undergraduate (Helm Building, Development Human Resources Employment, (58 Prospect Center Fields Aid, Undergraduate Financial (H2) Library Firestone (H5) Campus Center Frist Health (McCosh Health Services South, F6) (New Housing Office Campus (Frist Information Nassau (122 Books Labyrinth the Arts for (185 Center Lewis (I6) Library Lewis (200 Elm and Found Lost Hall (G3) Nassau Store University Princeton House (H4) Prospect Drive, F7) Elm (200 Safety Public

15 Restaurants (see map for streets) Here is a listing of restaurants within a short walk from Friend Center. An asterisk* denotes those closest to Friend Center.

Alchemist & Barrister Ichiban Japanese Nassau Sushi *Tomo Sushi 28 Witherspoon Street 235 Nassau Street 179 Nassau Street 236 Nassau Street American: bar serves Japanese Japanese and Korean: Sushi until midnight Mon–Fri 11:30 a.m.–10 p.m. eat in or take out Mon–Sat 11:30 a.m.–9:30 p.m. 11:30 a.m.–10 p.m. daily Sat 11:30 a.m.–11 p.m., 11:30 a.m.–2:30 p.m., 609-924-8478 Sun 11 a.m.–3 p.m. Sun 2:30–10 p.m. 4 p.m.–10 p.m. daily Triumph Brewery Company 609-924-5555 609-683-8323 609-497-3275 138 Nassau Street The Bent Spoon *Ivy Garden Olives Local brewery: restaurant 35 Palmer Square West 238 Nassau Street 22 Witherspoon Street and bar Ice cream and bakery Chinese Greek Mon–Sat 11:30 a.m.–12 midnight, Sun 12 noon–10 p.m., 609-683-2388 Mon–Fri 7 a.m.–8:30 p.m., Sun 12 noon–12 midnight Mon 11 a.m.–6 p.m., Sat 8 a.m.–8:30 p.m., 609-924-7855 *Kalluri Corner Tues–Thu 11 a.m.–10 p.m., Sun 9 a.m.–6 p.m. 235A Nassau Street The Underground Café Fri–Sat 11 a.m.–11 p.m. 609-921-1569 Indian 4 Hulfish Street 609-924-2368 Mon–Fri 11 a.m.–3 p.m. and PJ’s Pancake House French, Italian, Eastern European *Blue Point Grill 5 p.m.–10 p.m., 154 Nassau Street Tue–Sun 11 a.m.–10 p.m., 258 Nassau Street Sat 12 noon–10 p.m., Pancakes Closed Mondays Fresh seafood, BYOB Sun 12 noon–9 p.m. Sun–Thu 7 a.m.–10 p.m., 609-924-0666 Sun–Mon 5–9:30 p.m. 609-688-8923 Fri–Sat 7 a.m.–12 midnight J.B. Winberie Tue–Sat 5–10 p.m. 609-924-1353 La Mezzaluna Palmer Square 609-921-1211 25 Witherspoon Street *Small World Coffee American *EFES Mediterranean Grill Italian 254 Nassau Street Sun Brunch 10 a.m.–2 p.m. 235B Nassau Street Sun–Th 11:30 a.m.–9 p.m., Coffeehouse Mon–Thu 11 a.m.–11 p.m., Mediterranean Fri–Sat 11:30 a.m.–10 p.m. Mon-–Thu 6:30 a.m.– Fri–Sat 11 a.m.–12 midnight, Mon–Wed 11 a.m.–12:30 a.m., 609-688-8515 9:30 p.m., Sun 10 a.m.–10 p.m. Thu–Sat 11 a.m.–1:30 a.m. Fri–Sat 6:30 a.m.–11 p.m., 609-921-0700 Massimo’s 609-683-1220 Sun 7:30 a.m.–9:30 p.m. 124 Nassau Street Witherspoon Grill 609-924-4377 Ferry House Italian pizzeria 57 Witherspoon Street 32 Witherspoon Street Mon–Thu 11 a.m.–10 p.m., Starbucks Coffee Company Steakhouse Innovative American Fri–Sat 11 a.m.–11 p.m., 100 Nassau Street Sun 12 noon–10 p.m., with European flair Sun 12 noon–9 p.m. Mon–Thu 6 a.m.–11 p.m., Mon–Tue 11 a.m.–10 p.m., Mon–Fri 11:30 a.m.–2:30 p.m., 609-924-0777 Fri–Sat 6 a.m.–12 midnight, Wed–Sat 11 a.m.–11 p.m. Mon–Sat 5 p.m.–10 p.m. Sun 8 a.m.–11 p.m. 609-924-6011 Mediterra 609-924-2488 609-279-9204 29 Hulfish Street Yankee Doodle Tap Room Halo Pub Mediterranean Teresa’s Pizzetta and Café The Nassau Inn, 9 Hulfish Street Mon–Thu 11:30 a.m.–11 p.m., 21 Nassau Street East 10 Palmer Square Fresh ice cream Fri–Sat 11:30 a.m.–12 midnight, Italian Contemporary American and coffee Sun 11:30 a.m.–10 p.m. Mon–Thu 11 a.m.–11 p.m., 7 a.m.–10 p.m. daily 7 a.m.–11 p.m. daily 609-252-9680 Fri–Sat 11 a.m.–12 midnight, Bar open til 2 a.m. 609-921-1710 Sun 12 noon–10 p.m. 609-921-7500 *Mehek 609-921-1974 *Hoagie Haven 164 Nassau Street 242 Nassau Street Indian Thai Village Deli: take out only Sun–Thu 11:30 a.m.–3 p.m. 235 Nassau Street 9:30 a.m.–1 a.m. daily and 5:30–10 p.m., Thai 609-921-7723 Fri–Sat 11:30 a.m.–3 p.m., Mon–Thu 11 a.m.–10 p.m., 5:30–10 p.m. Fri–Sat 11 a.m.–11 p.m., Iano’s Rosticceria 609-279-9191 Sun 11:30 a.m.–10 p.m. 86 Nassau Street 609-683-3896 Italian pizzeria Nassau Street Seafood 10 a.m.–10 p.m. daily 256 N. Nassau Street *Tiger Noodles 609-924-5515 Seafoodt 260 Nassau Street Mon–Fri 9 a.m.–7 p.m., Chinese Sat 9 a.m.–6 p.m.; 11:30 a.m.–10 p.m. daily Sun 9 a.m.–3 p.m. 252-0663 609-921-0620

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MARCH 21, 22, AND 23 • 2012 • FRIEND CENTER • PRINCETON UNIVERSITY Hosted by the Department of Electrical Engineering with technical co-sponsorship by IEEE