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Blackwell Approachability meets Regret Minimization in the Dual

发布时间:2010-04-23

演讲人: Jacob Abernethy UC Berkeley

时间: 2010-04-23 14:00-2010-04-23 15:00

地点:FIT楼1-222

内容:

A result from the 1950's, Blackwell's Approachability Theorem, showed what was essentially a generalization of Von Neumann's minimax theorem for multi-dimensional payoffs. More recently, there has been a lot of work on constructing what are known as "no-regret algorithms", which provide a strong guarantee when optimizing an arbitrary sequence of convex functions. I'll show that two results, "existence of no-regret algorithms" and "Blackwell approachability", are essentially the same, each proving a convex-dual version of the other.

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演讲人 Jacob Abernethy UC Berkeley 时间 2010-04-23 14:00-2010-04-23 15:00
地点 FIT楼1-222 EN
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