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Audiosity= Audio+ Radiosity
AUDIOSITY = AUDIO + RADIOSITY A THESIS SUBMITTED TO THE FACULTY OF GRADUATE STUDIES AND RESEARCH IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE IN COMPUTER SCIENCE UNIVERSITY OF REGINA By Hao Li Regina, Saskatchewan September 2009 © Copyright 2009: Hao Li Library and Archives Bibliotheque et 1*1 Canada Archives Canada Published Heritage Direction du Branch Patrimoine de I'edition 395 Wellington Street 395, rue Wellington Ottawa ON K1A 0N4 Ottawa ON K1A 0N4 Canada Canada Your file Votre reference ISBN: 978-0-494-65704-1 Our file Notre reference ISBN: 978-0-494-65704-1 NOTICE: AVIS: The author has granted a non L'auteur a accorde une licence non exclusive exclusive license allowing Library and permettant a la Bibliotheque et Archives Archives Canada to reproduce, Canada de reproduire, publier, archiver, publish, archive, preserve, conserve, sauvegarder, conserver, transmettre au public communicate to the public by par telecommunication ou par I'lntemet, preter, telecommunication or on the Internet, distribuer et vendre des theses partout dans le loan, distribute and sell theses monde, a des fins commerciales ou autres, sur worldwide, for commercial or non support microforme, papier, electronique et/ou commercial purposes, in microform, autres formats. paper, electronic and/or any other formats. The author retains copyright L'auteur conserve la propriete du droit d'auteur ownership and moral rights in this et des droits moraux qui protege cette these. Ni thesis. Neither the thesis nor la these ni des extraits substantiels de celle-ci substantial extracts from it may be ne doivent etre imprimes ou autrement printed or otherwise reproduced reproduits sans son autorisation. -
Central Library National Institute of Technology Tiruchirappalli
1 CENTRAL LIBRARY NATIONAL INSTITUTE OF TECHNOLOGY TIRUCHIRAPPALLI TAMIL NADU-62001 1 i CENTRAL LIBRARY CIRCULATION PROCEDURE Books and other publications can be checked out from the circulation counter. The barrowing rights of various members are tabled with lending period respectively. Books can be called back during the loan period, if there is demand from another user. Consecutive renewals of any particular copy of a bound journal by the same borrower over a long period of time may not be allowed. However, a book may be re- issued to a borrower if there is no demand for it from other members. The library generally issues overdue notices, but failure to receive such a notice is not sufficient reason for non-return of overdue books or journals etc. Additionally, through Book Bank Service SC, ST, Scholarship, and rank holder students are eligible for borrowing 5 books per semester over and above the listed eligibility. Member Type Number of books can Lending Period barrowed UG/ PG Students 6 30 Days PhD, MS & Research Scholars 6 30 Days Faculty 10 180 Days Temp Faculty and PDF 8 180 Days Group A Staff 5 180 Days Staff 4 180 Days External Member/ Alumni 2 30 Days Borrowing Rules: 1. The reader should check the books thoroughly for missing pages, chapters, etc while getting them issued. 2. The overdue fine of Rs.1.00 will be charged per day after the due date for the books. 3. Absence from the Institute will not be allowed as an excuse for the delay in the return of books. -
When Diving Deep Into Operationalizing the Ethical Development of Artificial Intelligence, One Immediately Runs Into the “Fractal Problem”
When diving deep into operationalizing the ethical development of artificial intelligence, one immediately runs into the “fractal problem”. This may also be called the “infinite onion” problem.1 That is, each problem within development that you pinpoint expands into a vast universe of new complex problems. It can be hard to make any measurable progress as you run in circles among different competing issues, but one of the paths forward is to pause at a specific point and detail what you see there. Here I list some of the complex points that I see at play in the firing of Dr. Timnit Gebru, and why it will remain forever after a really, really, really terrible decision. The Punchline. The firing of Dr. Timnit Gebru is not okay, and the way it was done is not okay. It appears to stem from the same lack of foresight that is at the core of modern technology,2 and so itself serves as an example of the problem. The firing seems to have been fueled by the same underpinnings of racism and sexism that our AI systems, when in the wrong hands, tend to soak up. How Dr. Gebru was fired is not okay, what was said about it is not okay, and the environment leading up to it was -- and is -- not okay. Every moment where Jeff Dean and Megan Kacholia do not take responsibility for their actions is another moment where the company as a whole stands by silently as if to intentionally send the horrifying message that Dr. Gebru deserves to be treated this way. -
Bias and Fairness in NLP
Bias and Fairness in NLP Margaret Mitchell Kai-Wei Chang Vicente Ordóñez Román Google Brain UCLA University of Virginia Vinodkumar Prabhakaran Google Brain Tutorial Outline ● Part 1: Cognitive Biases / Data Biases / Bias laundering ● Part 2: Bias in NLP and Mitigation Approaches ● Part 3: Building Fair and Robust Representations for Vision and Language ● Part 4: Conclusion and Discussion “Bias Laundering” Cognitive Biases, Data Biases, and ML Vinodkumar Prabhakaran Margaret Mitchell Google Brain Google Brain Andrew Emily Simone Parker Lucy Ben Elena Deb Timnit Gebru Zaldivar Denton Wu Barnes Vasserman Hutchinson Spitzer Raji Adrian Brian Dirk Josh Alex Blake Hee Jung Hartwig Blaise Benton Zhang Hovy Lovejoy Beutel Lemoine Ryu Adam Agüera y Arcas What’s in this tutorial ● Motivation for Fairness research in NLP ● How and why NLP models may be unfair ● Various types of NLP fairness issues and mitigation approaches ● What can/should we do? What’s NOT in this tutorial ● Definitive answers to fairness/ethical questions ● Prescriptive solutions to fix ML/NLP (un)fairness What do you see? What do you see? ● Bananas What do you see? ● Bananas ● Stickers What do you see? ● Bananas ● Stickers ● Dole Bananas What do you see? ● Bananas ● Stickers ● Dole Bananas ● Bananas at a store What do you see? ● Bananas ● Stickers ● Dole Bananas ● Bananas at a store ● Bananas on shelves What do you see? ● Bananas ● Stickers ● Dole Bananas ● Bananas at a store ● Bananas on shelves ● Bunches of bananas What do you see? ● Bananas ● Stickers ● Dole Bananas ● Bananas -
Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification∗
Proceedings of Machine Learning Research 81:1{15, 2018 Conference on Fairness, Accountability, and Transparency Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification∗ Joy Buolamwini [email protected] MIT Media Lab 75 Amherst St. Cambridge, MA 02139 Timnit Gebru [email protected] Microsoft Research 641 Avenue of the Americas, New York, NY 10011 Editors: Sorelle A. Friedler and Christo Wilson Abstract who is hired, fired, granted a loan, or how long Recent studies demonstrate that machine an individual spends in prison, decisions that learning algorithms can discriminate based have traditionally been performed by humans are on classes like race and gender. In this rapidly made by algorithms (O'Neil, 2017; Citron work, we present an approach to evaluate and Pasquale, 2014). Even AI-based technologies bias present in automated facial analysis al- that are not specifically trained to perform high- gorithms and datasets with respect to phe- stakes tasks (such as determining how long some- notypic subgroups. Using the dermatolo- one spends in prison) can be used in a pipeline gist approved Fitzpatrick Skin Type clas- that performs such tasks. For example, while sification system, we characterize the gen- face recognition software by itself should not be der and skin type distribution of two facial analysis benchmarks, IJB-A and Adience. trained to determine the fate of an individual in We find that these datasets are overwhelm- the criminal justice system, it is very likely that ingly composed of lighter-skinned subjects such software is used to identify suspects. Thus, (79:6% for IJB-A and 86:2% for Adience) an error in the output of a face recognition algo- and introduce a new facial analysis dataset rithm used as input for other tasks can have se- which is balanced by gender and skin type. -
(12) United States Patent (10) Patent No.: US 8,275,399 B2 Karmarkar Et Al
US008275399B2 (12) United States Patent (10) Patent No.: US 8,275,399 B2 Karmarkar et al. (45) Date of Patent: Sep. 25, 2012 (54) DYNAMIC CONTEXT-DATA TAG CLOUD (56) References Cited (75) Inventors: Amit Karmarkar, Palo Alto, CA (US); U.S. PATENT DOCUMENTS Richard Ross Peters, Mission Viejo, CA 4.959,785 A 9, 1990 Yamamoto et al. (US) 5,517.409 A 5/1996 Ozawa et al. 5,797,098 A 8, 1998 Schroeder et al. Assignee: Buckyball Mobile Inc., Palo Alto, CA 6,169,911 B1 1/2001 Wagner et al. (73) 6,473,621 B1 10/2002 Heie (US) 6,560,456 B1 5/2003 Lohtia et al. 6,731,940 B1 5/2004 Nagendran (*) Notice: Subject to any disclaimer, the term of this 6,750,883 B1 6/2004 Parupudi et al. patent is extended or adjusted under 35 6,785,869 B1* 8/2004 Berstis .......................... 71.5/210 U.S.C. 154(b) by 190 days. (Continued) (21) Appl. No.: 12/782.572 FOREIGN PATENT DOCUMENTS (22) Filed: May 18, 2010 WO WO-20071 04487 9, 2007 OTHER PUBLICATIONS Prior Publication Data (65) "About ContractBuddy': http://www.contractbuddy.com/aboutCB/ US 2010/0229,082 A1 Sep. 9, 2010 features.htm, Mar. 22, 2005. Related U.S. Application Data (Continued) (63) Continuation-in-part of application No. 12/770,626, Primary Examiner — Temica M Beamer filed on Apr. 29, 2010, which is a continuation-in-part Assistant Examiner — Diego Herrera of application No. 12/422.313, filed on Apr. 13, 2009, which is a continuation-in-part of application No. -
Ted Nelson History of Computing
History of Computing Douglas R. Dechow Daniele C. Struppa Editors Intertwingled The Work and Influence of Ted Nelson History of Computing Founding Editor Martin Campbell-Kelly, University of Warwick, Coventry, UK Series Editor Gerard Alberts, University of Amsterdam, Amsterdam, The Netherlands Advisory Board Jack Copeland, University of Canterbury, Christchurch, New Zealand Ulf Hashagen, Deutsches Museum, Munich, Germany John V. Tucker, Swansea University, Swansea, UK Jeffrey R. Yost, University of Minnesota, Minneapolis, USA The History of Computing series publishes high-quality books which address the history of computing, with an emphasis on the ‘externalist’ view of this history, more accessible to a wider audience. The series examines content and history from four main quadrants: the history of relevant technologies, the history of the core science, the history of relevant business and economic developments, and the history of computing as it pertains to social history and societal developments. Titles can span a variety of product types, including but not exclusively, themed volumes, biographies, ‘profi le’ books (with brief biographies of a number of key people), expansions of workshop proceedings, general readers, scholarly expositions, titles used as ancillary textbooks, revivals and new editions of previous worthy titles. These books will appeal, varyingly, to academics and students in computer science, history, mathematics, business and technology studies. Some titles will also directly appeal to professionals and practitioners -
Interpretation of Molecule Conformations from Drawn Diagrams” by Dana Tenneson, Ph.D., Brown University, May 2008
Abstract of \Interpretation of Molecule Conformations from Drawn Diagrams" by Dana Tenneson, Ph.D., Brown University, May 2008. In chemistry, molecules are drawn on paper and chalkboards as diagrams consisting of lines, letters, and symbols which represent not only the atoms and bonds in the molecules but concisely encode cues to the 3D geometry of the molecules. Recent efforts into pen-based input methods for chemistry software have made progress at allowing chemists to input 2D diagrams of molecules into a computer simply by drawing them on a digitizer tablet. However, the task of interpreting these parsed sketches into proper 3D models has been largely unsolved due to the difficulty in making the models satisfy both the natural properties of molecule structure and the geometric cues made explicit in the drawing. This dissertation presents a set of techniques developed to solve this model construction problem within the context of an educational application for chemistry students. Our primary contribution is a framework for combining molecular structure knowledge and molecule diagram understanding via augmenting molecular mechanics equations to include drawing-based penalty terms. Additionally, we present an algorithm for generating molecule models from drawn diagrams which leverages domain- specific and diagram-driven heuristics. These heuristics make our process fast and accurate enough for molecule diagram drawing to be used as an interactive technique for model construction on modern Tablet PC computers. Interpretation of Molecule Conformations -
At Brunning: People & Technology
Against the Grain Volume 24 | Issue 6 Article 45 December 2012 At Brunning: People & Technology: At the Only Edge that Means Anything/How We Understand What We Do Dennis Brunning Arizona State University, [email protected] Follow this and additional works at: https://docs.lib.purdue.edu/atg Part of the Library and Information Science Commons Recommended Citation Brunning, Dennis (2012) "At Brunning: People & Technology: At the Only Edge that Means Anything/How We Understand What We Do," Against the Grain: Vol. 24: Iss. 6, Article 45. DOI: https://doi.org/10.7771/2380-176X.6259 This document has been made available through Purdue e-Pubs, a service of the Purdue University Libraries. Please contact [email protected] for additional information. @Brunning: People & Technology At the Only Edge that Means Anything / How We Understand What We Do by Dennis Brunning (E Humanities Development Librarian, Arizona State University) <[email protected]> Amblin through Charleston… a recent survey of academic eBook editions stakeholders settle into increasingly tighter Patron-driven access continues to oc- to that of a 2008 survey. and mightier Web kingdoms, this mature cupy conference presentations. At the recent In 2008, Jason Price and John McDon- phase of capitalism relies more heavily on 32nd Charleston Conference — as always ald, the authors, found that only about 20% lawyers. Lawyers negotiate and nail down a richly-rewarding and entertaining learning of five academic libraries’ book content the buyouts and mergers; lawyers draw the vacation, timed for late lowcountry autumn were available from the eBook aggregator lines on competition and distribution of the — the chock-full sessions and many eager marketplace. -
Predicted Performance of an X-Ray Navigation System for Future Deep Space and Lunar Missions Joel Getchius#, Anne Long‡, Mitra Farahmand‡, Luke B
Predicted Performance of an X-ray Navigation System For Future Deep Space and Lunar Missions Joel Getchius#, Anne Long‡, Mitra Farahmand‡, Luke B. Winternitz†, Munther A. Hassouneh†, Jason W. Mitchell† † NASA Goddard Space Flight Center ‡a.i. solutions, Inc. #Omitron, Inc. American Astronautical Society 42nd Annual Guidance and Control Conference Beaver Run Resort, Breckenridge, CO February 4, 2019 X-ray Pulsar Navigation (XNAV) • Millisecond pulsars (MSPs): rapidly rotating neutron stars that pulsate across electromagnetic spectrum • Some MSPs rival atomic clock stability at long time-scales – Predict pulse arrival phase with great accuracy at any reference point in the Solar System via pulsar timing model on a spacecraft – Compare observed phase to prediction for navigation information • Why X-rays? – Many stable MSPs conveniently detectable in (soft) X-ray band – X-rays immune to interstellar dispersion thought to limit radio pulsar timing models – Highly directional compact detectors possible • Main Challenge: MSPs are very faint! Crab Pulsar (1/3 speed), Cambridge University, Lucky Image Group 2 X-ray Pulsar Navigation (XNAV) Applications • XNAV can provide autonomous navigation and timing that is of uniform quality throughout the solar system – Is enabling technology for very deep space missions – Provides backup autonomous navigation for crewed missions – Augments Deep Space Network (DSN) or op-nav techniques Pioneer plaque (Pioneer 10,11 1972-73) – Allows autonomous navigation while occulted, e.g., with pulsar periods and relative behind Sun distances to our Sun History • Pulsars were discovered in 1967 and immediately recognized as a potential tool for Galactic navigation • US Naval Research Laboratory (NRL) (1999-2000) – Unconventional Stellar Aspect (USA) Experiment • DARPA XNAV, XTIM Projects (2005-2006, 2009-2012) • Significant body of research (international interest, academic research, several Ph.D. -
Docx to Pdf Iphone
Docx to pdf iphone Continue Transform files in almost any major document format! The document converter can convert almost any document, image or e-book into: DOCX (compatible Office and Pages), DOC, HTML, ODT, PDF, RTF or TXT, etc! 1. Select the input file (or share it from another app) 2. Select output format 3. Convert! It only takes a few seconds. 4. Share your file or open it in Pages, Office, Drive, etc! Access all converted files through a browser file built into the app and the Allied app in iOS 11. Once the conversion is complete, you can view the file and open it easily in another app, such as the document editor of your choice, and you can always get all the converted files on your computer through iTunes file sharing. Conversions usually take less than 15 seconds! Supported input formats include: abw, docm, docx, html, lwp, odt, pages, pdf, rtf, sdw, txt, wpd, wps, zabw, azw3, epub, lrf, mobi, oeb, pdb and more! Supported output formats: pdf, docx, doc, html, odt, pdf, rtf, txt, jpg, png, xps conversion is done on a secure cloud server, making conversion easier, faster, and more user-friendly. You need an internet connection to use this app. Files are immediately removed from the server after conversion. Although files are immediately deleted after conversion or cancellation, you should know that using this app, you agree that your files be sent over the Internet from the app to the conversion server. The document converter includes an additional Premium Pass: 7-day free trial, 1.99/month after that. -
Proposal to Represent the Slashed Zero Variant of Empty
L2/15-268 Title: Proposal to Represent the Slashed Zero Variant of Empty Set Source: Barbara Beeton (American Mathematical Society), Asmus Freytag (ASMUS, Inc.), Laurențiu Iancu and Murray Sargent III (Microsoft Corporation) Status: Individual contribution Action: For consideration by the Unicode Technical Committee Date: 2015-10-30 Abstract As of Unicode Version 8.0, the symbol for empty set is encoded as the character U+2205 EMPTY SET, with no standardized variation sequences. In scientific publications, the symbol is typeset in one of three var- iant forms, chosen by notational style: a slashed circle, ∅, a slashed wide oval in the shape a letter, ∅, or a slashed narrow oval in the shape of a digit zero, . The slashed circle and the slashed zero forms are the most widely used, and correspond to the LaTeX commands \varnothing and \emptyset, respectively. Having one Unicode representation to map to, fonts that provide glyphs for more than one form of the symbol typically implement a stylistic variant or a mapping to a PUA code point. However, the wide- spread use of the slashed zero variant and its mapping to the main LaTeX command for the symbol, \emptyset, make it a candidate for a dedicated means to distinctly represent it in Unicode. This document evaluates three approaches for representing in Unicode the slashed zero variant of the empty set symbol and proposes a solution based on a variation sequence. Additional related characters resulting from the investigation and needed to complete the solution are also proposed for encoding. 1. The empty set symbol 1.1. Historical references The introduction of the modern symbol for the empty set is attributed to André Weil of the Nicholas Bourbaki group.