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Workshop “Frontiers of High Dimensional Statistics, Optimization, and Econometrics”
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[Stochastic online gradient-free methods with inexact oracle (convex case vs strictly convex case; one point oracle vs two point oracle)] А. В. Гасников, Е. А. Крымова Московский физико-технический институт (государственный университет), г. Долгопрудный Московской обл. |
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Аннотация: In the talk we plan to lead a survey on stochastic gradient-free methods in online context and formulate some new results. The main contribution is a consideration of proper randomization depending on the prox-structure of the problem. This is a joint work with Alexander Gasnikov , Ilnura Usmanova and Fedorenko Fedor. Язык доклада: английский |
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