CompVision

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<h1>Winter 2015 Reading Group</h1> <div class="level1"> <p> Time: Thursday @ ???? </p> <p> Place: ??? </p> </div> <h2>Guidelines</h2> <div class="level2"> <p> At least one week prior to your presentation, please fill out the papers/topics that you plan to present at the meeting. </p> </div> <h2>Schedule</h2> <div class="level2"> </div> <h3>Week 1 - James - Jan 8th</h3> <div class="level3"> <p> <b>Topic</b>:Determinantal point processes for machine learning </p> <p> <b>Abstract</b>:Determinantal point processes (DPPs) are elegant probabilistic models of repulsion<br/> that arise in quantum physics and random matrix theory. In contrast to traditional structured models like Markov random fields, which become intractable and hard to approximate in the presence of negative correlations, DPPs offer efficient and exact algorithms for sampling, marginalization, conditioning, and other inference tasks. We provide a gentle introduction to DPPs, focusing on the intuitions, algorithms, and extensions that are most relevant to the machine learning community, and show how DPPs can be applied to real-world applications like finding diverse sets of high-quality search results, building informative summaries by selecting diverse sentences from documents, modeling non-overlapping human poses in images or video, and automatically building timelines of important news stories. </p> </div> <h3>Week 2 -Olga Russakovsky - Jan 15th (4011 DBH @ 11AM)</h3> <div class="level3"> <p> <b>Paper:</b> </p> <p> <b>Abstract:</b> </p> </div> <h3>Week 3 - Bailey - Jan 23rd</h3> <div class="level3"> <p> <b>Paper</b>: </p> <p> <b>Abstract</b>: </p> </div> <h3>Week 4 - Greg - Jan 29th</h3> <div class="level3"> <p> <b>Paper</b>: </p> <p> <b>Abstract</b>: </p> </div> <h3>Week 5 - Shu - Feb 5th</h3> <div class="level3"> <p> <b>Paper</b>: </p> <p> <b>Abstract</b>: </p> </div> <h3>Week 6 -Minhaeng - Feb 12th</h3> <div class="level3"> <p> <b>Paper</b>: </p> <p> <b>Abstract</b>: </p> </div> <h3>Week 7 - Phuc - Feb 19th</h3> <div class="level3"> <p> <b>Paper</b>: </p> <p> <b>Abstract</b>: </p> </div> <h3>Week 8 - Peiyun - Feb 26th</h3> <div class="level3"> <p> <b>Paper</b>: </p> <p> <b>Abstract</b>: </p> </div> <h3>Week 9 - Raul - Mar 5th</h3> <div class="level3"> <p> <b>Paper</b>: </p> <p> <b>Abstract</b>: </p> </div> <h3>Week 10 - Sam - Mar 12th</h3> <div class="level3"> <p> <b>Paper</b>: </p> <p> <b>Abstract</b>: </p> </div> <h3>Week 11 - Mohsen - Mar 19th</h3> <div class="level3"> <p> <b>Paper</b>: </p> <p> <b>Abstract</b>: </p> </div>