Few Tips for Gatto Murder Investigation Even After $50,000
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1St Amendment Group Files Lawsuit Over Labonge
Los Feliz Ledger Read by 100,000+ Residents and Business Owners in Los Feliz, Silver Lake, Vol 12. No. 3 September 2016 Atwater Village, Echo Park & Hollywood Hills Possible DASH Not Vote Changes Trading Eliminate But Definitely Service on Something Hillhurst Ave By Allison B. Cohen By Allison B. Cohen and Belen Cahill A popular notion amongst the online blogging commu- LOS FELIZ—Initial find- nity is that the Los Angeles ings from an analysis con- City Council engages in what ducted by the city’s Dept. of is called “vote trading,” the Transportation (LADOT) illegal activity where a coun- recommends eliminating cilmember promises a “yes” the DASH bus line north of vote on a colleague’s motion, Franklin Avenue on Vermont provided they receive the same Avenue and entirely from courtesy later on their own. Hillhurst Avenue, to provide But according to experts, service connecting Los Feliz such 15-0 unanimous vote and Silver Lake. tallies are instead the result The elimination would of an increasingly politically mean connectivity of Los Fe- and ideologically aligned city liz Village to Marshall High council and due to a decades and Thomas Starr King Mid- long weakening of political dle schools at the expense of As part of the Los Feliz Improvement Assoc.’s (LFIA) centennial celebration, the non-profit resident group is collabo- sway in Sacramento while service north on Vermont rating with Los Feliz Village businesses to exhibit, 100 Years: Historic Moments in Los Feliz through Sept. 12. Historic Los Angeles city politics has Avenue to Los Feliz Boule- photos can be seen at Alcove Café, Café Los Feliz, Chase Bank, Co-Op 28, Covell, Desert Rose, Farfalla, Los Feliz Branch strengthened. -
The Future Computed Artificial Intelligence and Its Role in Society
The Future Computed Artificial Intelligence and its role in society By Microsoft With a foreword by Brad Smith and Harry Shum Published by Microsoft Corporation Redmond, Washington. U.S.A. 2018 First published 2018 by Microsoft Corporation One Microsoft Way Redmond, Washington 98052 © 2018 Microsoft. All rights reserved ISBN 978-0-9997508-1-0 Table of contents Foreword The Future Computed 1 Chapter 1 The Future of Artificial Intelligence 22 Microsoft’s Approach to AI 33 The Potential of Modern AI - 43 Addressing Societal Challenges The Challenges AI Presents 48 Chapter 2 Principles, Policies and Laws for the 50 Responsible Use of AI Ethical and Societal Implications 56 Developing Policy and Law for 73 Artificial Intelligence Fostering Dialogue and the Sharing of 82 Best Practices iii Chapter 3 AI and the Future of Jobs and Work 84 The Impact of Technology on Jobs and Work 91 The Changing Nature of Work, the Workplace 101 and Jobs Preparing Everyone for the Future of Work 107 Changing Norms of Changing Worker Needs 122 Working Together 133 Conclusion AI Amplifying Human Ingenuity 134 Endnotes 138 iv Foreword The Future Computed By Brad Smith and Harry Shum 6 Twenty years ago, we both worked at Microsoft, but on The Future Computed opposite sides of the globe. In 1998, one of us was living and working in China as a founding member of the Microsoft Research Asia lab in Beijing. Five thousand miles away, the other was based at the company’s headquarters, just outside of Seattle, leading the international legal and corporate affairs team. -
Yahoo Search Executive Moves to Microsoft
866-536-8614 | Contact Us www.peakpositions.com Yahoo Search Executive Moves To Microsoft. Rumors are swirling that is move is one of the first steps in setting the stage for Microsoft's take over of Yahoo Search in the coming months. Microsoft (MSFT) released a formal statement last week confirming the hiring of Sean Suchter, an important tech leader at Yahoo (YHOO), from Satya Nadella, SVP for MSN Search, Portal and Advertising: "We are very pleased to confirm that Sean Suchter will be joining Microsoft as the GM of our Silicon Valley Search Technology Center, working on MSN Live Search. Sean will report into Harry Shum when he starts work on December 22. We look forward to welcoming Sean Suchter to Microsoft at that time." Microsoft's talent grab from Yahoo is an interesting one, given that Microsoft has also tried to to buy Yahoo's search and search ad business many times, to little success. Microsoft CEO Steve Ballmer recently discounted the possibility that Microsoft would rebid for all of Yahoo after it abandoned a takeover attempt earlier this year. Ballmer's most recent statements sent Yahoo's stock further into the basement. Losing important execs like Suchter, who was the VP of Search Technology at Yahoo, will also not help the company's prospects. Suchter was deeply involved in Yahoo's efforts to open up its search platform, initiatives the company has touted aggressively as a bright spot in its not so lustrous landscape. Suchter, who came to Yahoo almost six years ago after it acquired Inktomi (the company that got Yahoo into the search business) in early 2003, has been talking with Microsoft for a while and his leaving was not linked or related to the resignation by Jerry Yang to step down as Yahoo's day to day CEO. -
2013-2014 California Clean Money Scorecard a Review of Legislators’ Votes for Campaign Finance Reform by the California Clean Money Action Fund
2013-2014 California Clean Money Scorecard A review of legislators’ votes for campaign finance reform by the California Clean Money Action Fund Which Side Are You On? The Clean Money Scorecard for the 2013-2014 Session Holding Legislators Accountable for Campaign Finance Votes Big Money special interests have dominated California for far too long. Although California has some of the strongest campaign finance laws in the country, they are in dire need of updating. New laws are needed because voters’ voices are drowned out by billions of dollars spent by special interests. A new era of unlimited spending by corporations, unions, and billionaires has been unleashed across the nation by the Supreme Court’s Citizens United decision. This spending is corrupting our democracy and can be considered a form of legalized bribery. Good government organizations like the California Clean Money Campaign, California Common Cause, California Voter Foundation, and the League of Women Voters of California regularly work with thoughtful legislators to propose strong new bills to improve campaign disclosure and to lessen the dominance of Big Money in California politics. Campaign finance bills are also proposed by the state’s Fair Political Practices Commission and other organizations that recognize the damage caused by our broken campaign finance system. Unfortunately, such bills are often opposed by the exact Big Money special interests whose undue influence they are meant to curb. Many legislators have received thousands of dollars or more in campaign contributions from these interests. Even legislators who haven’t received money have reason to fear the huge amounts special interests will spend against them if they don’t agree to lobbyists’ demands. -
2013 Report of Political Financial Support
2 As a biopharmaceutical company that treats serious diseases, Lilly plays an important role in public health and its related policy debates. It is important that our company shapes global public policy debates on issues specific to the people we serve and to our other key stakeholders including shareholders and employees. Our engagement in the political arena helps address the most pressing issues related to ensuring that patients have access to needed medications—leading to improved patient outcomes. Through public policy engagement, we provide a way for all of our locations globally to shape the public policy environment in a manner that supports access to innovative medicines. We engage on issues specific to local business environments (corporate tax, for example). Based on our company’s strategy and the most recent trends in the policy environment, our company has decided to focus on three key areas: innovation, health care delivery, and pricing and reimbursement. More detailed information on key issues can be found in our 2012/13 Corporate Responsibility update. Through our policy research, development, and stakeholder dialogue activities, Lilly develops positions and advocates on these key issues. Government actions such as price controls, pharmaceutical manufacturer rebates, and access to Lilly medicines affect our ability to invest in innovation. Lilly has a comprehensive government relations operation to have a voice in the public policymaking process at the federal, state and local levels. Lilly is committed to participating in the political process as a responsible corporate citizen to help inform the U.S. debate over health care and pharmaceutical innovation. As a company that operates in a highly competitive and regulated industry, Lilly must participate in the political process to fulfill its fiduciary responsibility to its shareholders, and its overall responsibilities to its customers and its employees. -
Trustworthy Online Controlled Experiments by R Kohavi, D Tang, and Y Xu Copyright (C)2020
From Trustworthy Online Controlled Experiments by R Kohavi, D Tang, and Y Xu copyright (c)2020 https://experimentguide.com Trustworthy Online Controlled Experiments A Practical Guide to A/B Testing Getting numbers is easy; getting numbers you can trust is hard. This practical guide by experimentation leaders at Google, LinkedIn, and Microsoft will teach you how to accelerate innovation using trustworthy online controlled experiments, or A/B tests. Based on practical experiences at companies that each runs more than 20,000 controlled experiments a year, the authors share examples, pitfalls, and advice for students and industry professionals getting started with experiments, plus deeper dives into advanced topics for experienced practitioners who want to improve the way they and their organizations make data-driven decisions. Learn how to: ● Use the scientific method to evaluate hypotheses using controlled experiments ● Define key metrics and ideally an Overall Evaluation Criterion ● Test for trustworthiness of the results and alert experimenters to violated assumptions ● Interpret and iterate quickly based on the results ● Implement guardrails to protect key business goals ● Build a scalable platform that lowers the marginal cost of experiments close to zero ● Avoid pitfalls such as carryover effects, Twyman’s law, Simpson’s paradox, and network interactions ● Understand how statistical issues play out in practice, including common violations of assumptions ron kohavi is a vice president and technical fellow at Airbnb. This book was written while he was a technical fellow and corporate vice president at Microsoft. He was previously director of data mining and personalization at Amazon. He received his PhD in Computer Science from Stanford University. -
Microsoft Corporation
A Progressive Digital Media business COMPANY PROFILE Microsoft Corporation REFERENCE CODE: 8ABE78BB-0732-4ACA-A41D-3012EBB1334D PUBLICATION DATE: 25 Jul 2017 www.marketline.com COPYRIGHT MARKETLINE. THIS CONTENT IS A LICENSED PRODUCT AND IS NOT TO BE PHOTOCOPIED OR DISTRIBUTED Microsoft Corporation TABLE OF CONTENTS TABLE OF CONTENTS Company Overview ........................................................................................................3 Key Facts.........................................................................................................................3 Business Description .....................................................................................................4 History .............................................................................................................................5 Key Employees .............................................................................................................26 Key Employee Biographies .........................................................................................28 Major Products & Services ..........................................................................................35 SWOT Analysis .............................................................................................................36 Top Competitors ...........................................................................................................44 Company View ..............................................................................................................45 -
Title of Proseedings for 12Th ICNCT in Kagawa, Japan
Next “Generation” Photo and Video Technology Xiaoou Tang Microsoft Research Asia Beijing, P. R. China It is fundamentally important to develop long-term high-impact technology that aims at future applications. It is also important to develop technology that can make immediate impact on our daily life. In general, it is not difficult to build a research demo in computer vision research. However, it is difficult to build a vision system that works in real life. As a result, the impact of computer vision on our daily life is relatively limited compared to other research areas, such as computer graphics, multimedia communication, and networking. In this talk, I will discuss some practical vision topics that we are working on at Microsoft Research Asia. In particular, I would like to demonstrate some technologies that are simple to use, and perhaps more importantly are fun to use. Most of the works focus on processing of children’s photo. We hope these technologies are useful for processing of photos and videos of our children (the next generation of us) now instead of after another generation. Figure 1. Clustering based photo annotation. Assisted by face detection, recognition, and clustering technology, similar faces are put together into clusters, based on which efficient annotation can be carried out in a file explorer like interface by easy interactions such as drag and drop [1][2]. Figure 2. By making use of the tagged faces and analyzing underlying distribution of untagged faces, we can re-rank the spatial configuration of clusters and faces inside each cluster in our user interface to better facilitate annotation [1][3]. -
2202 Csa 2016 R5 Web.Pdf
CALIFORNIA STATE ASSEMBLY Your Legislature Welcome to the California State Assembly—the people’s house. I will always remember my first visit to the Capitol as a youth for two reasons: a terrifying number of squirrels in the park and all the scaffolding and construction materials that were seemingly everywhere. It turns out my family and I were visiting during the 1970s restoration of the Capitol, which returned this magnificent building to its original greatness. While you are here, you have the opportunity to see democracy in action. You can view the Legislature in session from the galleries on the third floor or watch committees debate legislation. A copy of the Daily File, which lists the day’s legislative activities, can be obtained from the Bill Room in the Capitol basement, or accessed online at Assembly.ca.gov. Assembly.ca.gov also provides the history, text, and analysis of every bill, and includes biographies, press releases, committee memberships, and other information about Members of the Assembly. I hope your visit to the State Capitol is a reminder that your voice has an impact on crafting California’s laws. There is no greater place to learn about California’s government and rich history than in our State Capitol. On behalf of all 80 Members of the Assembly, I hope you enjoy your visit. ANTHONY RENDON SPEAKER OF THE ASSEMBLY The California Legislature The Members The California Legislature is composed of an Assembly and a Senate, consisting of 80 and 40 Members, respectively. Members of the Assembly are elected for two-year terms, while Senators are elected for four-year terms, with one-half of the membership elected every two years. -
ACM Multimedia 2014
22nd ACM International Conference on Multimedia ACM Multimedia 2014 November 3-7 Orlando, Florida Conference Organization General Chairs Ning Jiang, Institute for Systems Biology, USA Kien Hua, University of Central Florida, USA Ming Li, California State University, USA Yong Rui, Microsoft Research, China Sponsorship Chairs Ralf Steinmetz, Technische Universitat Darmstadt, Germany Dr. Hassan Foroosh, University of Central Florida, USA Technical Program Committee Chairs Mark Liao Academia Sincia, Taipei, Taiwan Alan Hanjalic Delft University of Technology, Netherlands Travel Grant Chairs Apostol (Paul) Natsev, Google, USA Danzhou Liu, NetApp, USA Wenwu Zhu, Tsinghua University, China JungHwan Oh, University of North Texas, USA High-Risk High-Reward Papers Chairs Proceedings Chairs Abdulmotaleb El Saddik, University of Ottawa, Canada Ying Cai, Iowa State University, USA Rainer Lienhart, Augsburg University, Germany Wallapak Tavanapong, Iowa State University, USA Balakrishnan Prabhakaran, University of Texas at Dallas, History Preservation Chair USA Duc Tran, University of Massachusetts in Boston, U.S.A Multimedia Grand Challenge Chairs Roy Villafane, Andrews University, USA Changsheng Xu, Chinese Academy of Sciences, China Publicity and Social Media Chairs Cha Zhang, Microsoft Research, USA Grace Ngai, Hong Kong Polytechnic University, Technical Demo Chairs S.A.R. China Shu-Ching Chen, Florida International University, USA Author's Advocate Stefan Göbel, Technische Universität Darmstadt, Germany Pablo Cesar, CWI, Netherlands Carsten Griwodz, -
2014 Year End Report
1 Verizon Political Contributions January – December 2014 A Message from Craig Silliman Verizon is affected by a wide variety of government policies ‐‐ from telecommunications regulation to taxation to health care and more ‐‐ that have an enormous impact on the business climate in which we operate. We owe it to our shareowners, employees and customers to advocate public policies that will enable us to compete fairly and freely in the marketplace. Political contributions are one way we support the democratic electoral process and participate in the policy dialogue. Our employees have established political action committees at the federal level and in 18 states. These political action committees (PACs) allow employees to pool their resources to support candidates for office who generally support the public policies our employees advocate. This report lists all PAC contributions, corporate political contributions, support for ballot initiatives and independent expenditures made by Verizon during 2014. The contribution process is overseen by the Corporate Governance and Policy Committee of our Board of Directors, which receives a comprehensive report and briefing on these activities at least annually. We intend to update this voluntary disclosure twice a year and publish it on our corporate website. We believe this transparency with respect to our political spending is in keeping with our commitment to good corporate governance and a further sign of our responsiveness to the interests of our shareowners. Craig L. Silliman Executive Vice President, Public Policy and General Counsel 2 Verizon Political Contributions January – December 2014 Political Contributions Policy: Our Voice in the Political Process What are the Verizon Good Government Clubs? contributions process including the setting of The Verizon Good Government Clubs (GGCs) exist to monetary contribution limitations and the help the people of Verizon participate in America’s establishment of periodic reporting requirements. -
Mining Query Subtopics from Search Log Data
Mining Query Subtopics from Search Log Data Yunhua Hu Yanan Qian Hang Li Microsoft Research Asia SPKLSTN Lab, Xi’an Jiaotong Microsoft Research Asia Beijing, China University, Xi’an, China Beijing, China [email protected] [email protected] [email protected] Daxin Jiang Jian Pei Qinghua Zheng Microsoft Research Asia Simon Fraser University SPKLSTN Lab, Xi’an Jiaotong Beijing, China Burnaby, BC, Canada University, Xi’an, China [email protected] [email protected] [email protected] ABSTRACT General Terms Most queries in web search are ambiguous and multifaceted. Algorithms, Experimentation Identifying the major senses and facets of queries from search log data, referred to as query subtopic mining in this paper, Keywords is a very important issue in web search. Through search log analysis, we show that there are two interesting phe- Search Log Mining, User Behavior, Query Subtopics, Clus- nomena of user behavior that can be leveraged to identify tering, Search Result Clustering query subtopics, referred to as `one subtopic per search' and `subtopic clarification by keyword'. One subtopic per search 1. INTRODUCTION means that if a user clicks multiple URLs in one query, then Understanding the search intent of users is essential for the clicked URLs tend to represent the same sense or facet. satisfying a user's search needs. How to best represent query Subtopic clarification by keyword means that users often add intent is still an ongoing research problem. One consensus an additional keyword or keywords to expand the query in among the researchers is that the intents of queries can be order to clarify their search intent.