Academics

Recent theoretical advances in non convex optimization

Time:2022-12-15 Thu 14:00-16:00

Venue:Venue: 1129B Zoom: 537 192 5549(PW: BIMSA)

Organizer:Wuyue Yang, Fansheng Xiong, Xiaopei Jiao

Speaker: Xiaopei Jiao

Abstract

In this report, we give an overview of recent theoretical results on global performance guarantees of optimization algorithm for non convex optimization about deep neural network and data analysis.

DATEDecember 15, 2022
SHARE
Related News
    • 0

      AdaBB: A Parameter-Free Gradient Method for Convex Optimization

      Organizer:Chenglong Bao 包承龙Speaker:Shiqian Ma (Rice University)Time:Thur., 11:00 am -12:00, Nov. 14, 2024Online:Tencent Meeting:127-784-846Title:AdaBB: A Parameter-Free Gradient Method for Convex OptimizationAbstract:We propose AdaBB, an adaptive gradient method based on the Barzilai-Borwein stepsize. The algorithm is line-search-free and parameter-free, and essentially provides a conv...

    • 1

      Advances in Homotopy Theory IV

      This is the fourth edition of a twice-yearly workshop that will alternate between the Southampton Centre for Geometry, Topology and Applications and the Beijing Institute of Mathematical Sciences and Applications. The aims are to promote exciting new work in homotopy theory, with an emphasis on that by younger mathematicians, and to showcase the wide relevance of the subject to other areas of m...