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    <title>Operating System Resource Management</title>
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    <author>
      <name>Burton Smith, Technical Fellow, Microsoft Corporation</name>
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    <updated>2011-12-02T21:10:29Z</updated>
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  <entry>
    <title>Document Discovery: Advancing Research with Large Knowledge Networks </title>
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    <author>
      <name>Jevin West, UW Biology</name>
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    <updated>2011-12-07T18:22:49Z</updated>
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  <entry>
    <title>Doing Science in the Open</title>
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    <author>
      <name>Michael Nielsen, TBD</name>
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    <updated>2011-12-10T02:07:14Z</updated>
  </entry>
  <entry>
    <title>GraphLab: A Distributed Abstraction for Machine Learning</title>
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    <author>
      <name>Carlos Guestrin, Carnegie Mellon University</name>
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    <updated>2012-01-13T01:27:46Z</updated>
  </entry>
  <entry>
    <title>Dealing with Deception in Biology</title>
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    <author>
      <name>Carl Bergstrom, UW Biology, External Professor - Santa Fe Institute</name>
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    <updated>2012-01-22T12:50:59Z</updated>
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  <entry>
    <title>First-Person Vision</title>
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    <author>
      <name>Takeo Kanade, Carnegie Mellon University, Robotics Institute</name>
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    <updated>2012-03-29T18:20:19Z</updated>
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  <entry>
    <title>Chapel: Parallel Programmability for HPC (and your Desktop too!)</title>
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    <author>
      <name>Brad Chamberlain, Cray, Inc., Affiliate Professor, UW CSE</name>
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    <updated>2012-02-14T07:13:05Z</updated>
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  <entry>
    <title>Predicting the Present with Google Trends</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1144</id>
    <author>
      <name>Hal Varian, Chief Economist at Google and Emeritus Professor at Berkeley in business, economics and information management</name>
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    <updated>2012-02-14T13:31:46Z</updated>
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  <entry>
    <title>Optimizing Human Computation</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1180</id>
    <author>
      <name>Aditya Parameswaran, Stanford University</name>
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    <updated>2012-02-21T21:00:22Z</updated>
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  <entry>
    <title>Advancing Computer Vision by Leveraging Humans</title>
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    <author>
      <name>Devi Parikh, Carnegie Mellon University/Toyota Technological Institute at Chicago</name>
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    <updated>2012-02-24T10:36:26Z</updated>
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  <entry>
    <title>Adventures in Scaling the Multicore Memory Wall</title>
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    <author>
      <name>Mary Jane Irwin, Pennsylvania State University</name>
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    <updated>2012-03-29T18:17:38Z</updated>
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  <entry>
    <title>Crowd-Powered Systems</title>
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    <author>
      <name>Michael Bernstein, MIT</name>
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    <updated>2012-03-02T01:13:55Z</updated>
  </entry>
  <entry>
    <title>The Challenge of Data Efficiency: Vignettes from Statistics and Evolution</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1179</id>
    <author>
      <name>Paul Valiant, MIT/UC Berkeley</name>
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    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1179"/>
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    <updated>2012-03-03T07:13:21Z</updated>
  </entry>
  <entry>
    <title>Crowd Computation: Social Computing and Mass Disruption Events</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1175</id>
    <author>
      <name>Kate Starbird, University of Colorado</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1175"/>
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    <updated>2012-03-19T20:19:21Z</updated>
  </entry>
  <entry>
    <title>Toward Richer Visual Recognition</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1177</id>
    <author>
      <name>Ali Farhadi, UIUC/CMU</name>
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    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1177"/>
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    <updated>2012-03-12T20:37:03Z</updated>
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  <entry>
    <title>Visualization and Interactive Data Analysis</title>
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    <author>
      <name>Jeffrey Heer, Stanford University</name>
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    <updated>2012-03-31T02:50:04Z</updated>
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  <entry>
    <title>The Battle for Control of Online Communications</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1181</id>
    <author>
      <name>Nick Feamster, Georgia Tech</name>
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    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1181"/>
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    <updated>2012-04-11T05:17:26Z</updated>
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  <entry>
    <title>Hogwild for Machine Learning on Multicore</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1186</id>
    <author>
      <name>Benjamin Recht, University of Wisconsin-Madison</name>
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    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1186"/>
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    <updated>2012-05-10T01:21:20Z</updated>
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  <entry>
    <title>Photo Tourism at Google</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1212</id>
    <author>
      <name>Steve Seitz, UW CSE</name>
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    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1212"/>
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    <updated>2012-05-19T00:13:31Z</updated>
  </entry>
  <entry>
    <title>The Journey of the Entrepreneur</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1193</id>
    <author>
      <name>Kim Polese, ClearStreet, Inc., Chairman</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1193"/>
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    <updated>2012-05-23T20:40:07Z</updated>
  </entry>
  <entry>
    <title>Science in the Cloud</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1223</id>
    <author>
      <name>Joseph L Hellerstein, Google</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1223"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/JHellerstein_120531.mp3" type="audio/mpeg" length="57373623"/>
    <updated>2012-06-07T04:50:45Z</updated>
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  <entry>
    <title>Sensing, Understanding and Adapting: Overview of the Intel Science and Technology Center for Pervasive Computing</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1276</id>
    <author>
      <name>Mark Abel, Intel Labs</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1276"/>
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    <updated>2012-10-21T05:00:25Z</updated>
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  <entry>
    <title>Naiad: a system for incremental, iterative and interactive parallel computation</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1257</id>
    <author>
      <name>Frank McSherry, Microsoft Research Silicon Valley</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1257"/>
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    <updated>2012-10-18T11:24:48Z</updated>
  </entry>
  <entry>
    <title>The Harvey Mudd Story: From 10% to 40% female in CS in three years</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1211</id>
    <author>
      <name>Maria Klawe, Harvey Mudd College</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1211"/>
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    <updated>2012-11-15T16:08:10Z</updated>
  </entry>
  <entry>
    <title>Crowdsourcing: Achieving Data Quality with Imperfect Humans</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1246</id>
    <author>
      <name>Panos Ipeirotis, New York University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1246"/>
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    <updated>2012-11-05T16:58:02Z</updated>
  </entry>
  <entry>
    <title>GraphLab: Machine Learning for Big Data in the Cloud</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1293</id>
    <author>
      <name>Carlos Guestrin, Amazon Professor of Machine Learning, UW Computer Science &amp; Engineering</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1293"/>
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    <updated>2012-11-14T15:40:18Z</updated>
  </entry>
  <entry>
    <title>Creating an Environment for Innovation</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1245</id>
    <author>
      <name>Brad Smith, Microsoft Corporation</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1245"/>
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    <updated>2012-11-14T22:59:43Z</updated>
  </entry>
  <entry>
    <title>Balancing Design and Technology to Tackle Global Grand Challenges</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1288</id>
    <author>
      <name>James A. Landay, UW Computer Science &amp; Engineering</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1288"/>
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    <updated>2012-11-12T10:08:05Z</updated>
  </entry>
  <entry>
    <title>Bayesian Dynamic Modeling: Sharing Information Across Time and Space</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1269</id>
    <author>
      <name>Emily Fox, UW Statistics - formerly Wharton School, U Pennsylvania</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1269"/>
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    <updated>2012-11-14T07:09:09Z</updated>
  </entry>
  <entry>
    <title>Machine Learning meets Economics: Using Theory, Data, and Experiments to Design Markets</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1233</id>
    <author>
      <name>Susan Athey, Stanford University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1233"/>
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    <updated>2012-11-16T15:31:25Z</updated>
  </entry>
  <entry>
    <title>The Theory of Crowdsourcing Contests</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1274</id>
    <author>
      <name>Jason Hartline, Northwestern University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1274"/>
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    <updated>2012-11-26T20:59:46Z</updated>
  </entry>
  <entry>
    <title>Designing Markets for Prediction</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1272</id>
    <author>
      <name>Yiling Chen, Harvard University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1272"/>
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    <updated>2012-12-08T08:33:39Z</updated>
  </entry>
  <entry>
    <title>What Makes Big Visual Data Hard?</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1317</id>
    <author>
      <name>Alexei (Alyosha) Efros, Carnegie Mellon University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1317"/>
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    <updated>2013-02-05T17:44:53Z</updated>
  </entry>
  <entry>
    <title>Software evolution then and now:  The research impact of David Notkin</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1334</id>
    <author>
      <name>Michael Ernst, UW CSE</name>
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    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1334"/>
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    <updated>2013-02-19T18:13:16Z</updated>
  </entry>
  <entry>
    <title>Statistical Machine Learning and Big-p, Big-n, Complex Data</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1332</id>
    <author>
      <name>Pradeep Ravikumar, CMU/UT, Austin</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1332"/>
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    <updated>2013-02-15T16:08:00Z</updated>
  </entry>
  <entry>
    <title>How to make predictions when you're short on information</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1331</id>
    <author>
      <name>Ben Recht, University of Wisconsin, Madison</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1331"/>
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    <updated>2013-03-01T19:50:53Z</updated>
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  <entry>
    <title>Aggregation and Distribution in Cloud Security</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1333</id>
    <author>
      <name>Ari Juels, Chief Scientist, RSA</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1333"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/AJuels_130228.mp3" type="audio/mpeg" length="50863271"/>
    <updated>2013-03-05T07:55:05Z</updated>
  </entry>
  <entry>
    <title>Making Big Data Analytics Interactive and Real-Time</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1335</id>
    <author>
      <name>Matei Zaharia, UC Berkeley</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1335"/>
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    <updated>2013-03-07T13:11:03Z</updated>
  </entry>
  <entry>
    <title>Interacting with Small Devices in Big Ways</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1318</id>
    <author>
      <name>Chris Harrison, Carnegie Mellon University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1318"/>
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    <updated>2013-03-12T12:04:54Z</updated>
  </entry>
  <entry>
    <title>CoRAM and Beyond: Towards Logic Specialization for the Masses</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1341</id>
    <author>
      <name>Eric Chung, CMU/Microsoft Research</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1341"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/EChung_130312.mp3" type="audio/mpeg" length="58442716"/>
    <updated>2013-03-15T14:21:39Z</updated>
  </entry>
  <entry>
    <title>Scaling deep learning to 10,000 cores and beyond</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1338</id>
    <author>
      <name>Quoc V Le, Stanford University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=1338"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/QVLe_130314.mp3" type="audio/mpeg" length="60067775"/>
    <updated>2013-03-19T08:53:38Z</updated>
  </entry>
  <entry>
    <title>Design Mining the Web</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2345</id>
    <author>
      <name>Ranjitha Kumar, Stanford University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2345"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/RKumar_130402.mp3" type="audio/mpeg" length="55143315"/>
    <updated>2013-04-05T14:03:28Z</updated>
  </entry>
  <entry>
    <title>New Approximation Algorithms for Traveling Salesman Problem</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2360</id>
    <author>
      <name>Shayan Oveis Gharan, Stanford University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2360"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/SGharan_130404.mp3" type="audio/mpeg" length="53470270"/>
    <updated>2013-04-09T07:42:53Z</updated>
  </entry>
  <entry>
    <title>Teaching People and Machines how to Enhance Images</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2361</id>
    <author>
      <name>Floraine Berthouzoz, UC Berkeley</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2361"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/FBerthouzoz_130411.mp3" type="audio/mpeg" length="49116853"/>
    <updated>2013-04-18T04:54:20Z</updated>
  </entry>
  <entry>
    <title>Securing Software via Design and Proof</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2363</id>
    <author>
      <name>Zachary Tatlock, UC San Diego</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2363"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/ZTatlock_130416.mp3" type="audio/mpeg" length="50215845"/>
    <updated>2013-04-30T09:27:32Z</updated>
  </entry>
  <entry>
    <title>Enabling End-Users to Program General-Purpose Robots</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2383</id>
    <author>
      <name>Maya Cakmak, Georgia Tech</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2383"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/MCakmak_130425.mp3" type="audio/mpeg" length="60235220"/>
    <updated>2013-05-03T13:19:58Z</updated>
  </entry>
  <entry>
    <title>Secure Virtualization with Formal Methods</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2367</id>
    <author>
      <name>Cynthia Sturton, University of California, Berkeley</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2367"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/CSturton_130430.mp3" type="audio/mpeg" length="49325389"/>
    <updated>2013-05-09T06:00:43Z</updated>
  </entry>
  <entry>
    <title>Making system-level lemonade out of hardware lemons</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2380</id>
    <author>
      <name>Valeria Bertacco, University of Michigan</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2380"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/VBertacco_130507.mp3" type="audio/mpeg" length="48015960"/>
    <updated>2013-05-10T04:40:57Z</updated>
  </entry>
  <entry>
    <title>Wireless Beyond Wi-Fi</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2366</id>
    <author>
      <name>Matt Reynolds, MIT/Duke University</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2366"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/MReynolds_130509.mp3" type="audio/mpeg" length="53078583"/>
    <updated>2013-05-15T12:11:03Z</updated>
  </entry>
  <entry>
    <title>On the Rules of Low Power Design (and Why You Should Break Them)</title>
    <id>http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2381</id>
    <author>
      <name>Todd Austin, University of Michigan</name>
    </author>
    <link href="http://norfolk.cs.washington.edu/htbin-post/unrestricted/colloq/details.cgi?id=2381"/>
    <link rel="enclosure" href="http://videosrv14.cs.washington.edu/info/audio/mp3/colloq/TAustin_130514.mp3" type="audio/mpeg" length="61890272"/>
    <updated>2013-05-17T07:21:12Z</updated>
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