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SUMMARY:Brice Huang (MIT EECS)
DTSTART:20221013T220000Z
DTEND:20221013T224500Z
DTSTAMP:20260423T021037Z
UID:SPAMS/20
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/SPAMS/20/">A
 n Introduction to Random Optimization Problems</a>\nby Brice Huang (MIT EE
 CS) as part of MIT Simple Person's Applied Mathematics Seminar\n\nLecture 
 held in Room: 2 - 132 in the Simons Building.\n\nAbstract\nOptimization li
 es at the heart of many computation tasks\, such as training a neural netw
 ork. These optimization problems arise from stochastic data and are often 
 high-dimensional and non-convex. In this talk\, I will overview recently d
 eveloped algorithms for one random optimization problem\, the mixed p-spin
  glass\, and how they generalize to other problems. If time permits I will
  discuss recent lower bounds suggesting that these algorithms are optimal.
 \n
LOCATION:https://researchseminars.org/talk/SPAMS/20/
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