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DTSTART;TZID=America/New_York:20190913T150000
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UID:1930-1568386800-1568390400@seasevents.nmsdev7.com
SUMMARY:PRiML Seminar: "Building Algorithms by Playing Games"
DESCRIPTION:A very popular trick for solving certain types of optimization problems is this: write your objective as the solution of a two-player zero-sum game\, endow both players with an appropriate learning algorithm\, watch how the opponents compete\, and extract an (approximate) solution from the actions/decisions taken by the players throughout the process. This approach is very generic and provides a natural template to produce new and interesting algorithms. I will describe this framework and show how it applies in several scenarios\, and describe recent work that draws a connection to the Frank-Wolfe algorithm and Nesterov’s Accelerated Gradient Descent.
URL:https://seasevents.nmsdev7.com/event/priml-seminar-building-algorithms-by-playing-games/
LOCATION:Room 401B\, 3401 Walnut\, 3401 Walnut Street\, Philadelphia\, PA\, 19104\, United States
CATEGORIES:Seminar
ORGANIZER;CN="Computer and Information Science":MAILTO:cherylh@cis.upenn.edu
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