Zeyuan Allen-Zhu Podcast Ucfoyhw5bhijfamf8 ixewaq

Audio podcast http://yt.mazavr.com/channels/UCfOyhW5BhijFaMF8-iXEWaQ.atom


Title Published At
Katyusha X: Practical Momentum Method for Stochastic Sum-of-Nonconvex Optimization 2018-07-09 13:20:31 UTC 2.79 MB
Optimal Experimental Design via A New Regret Minimization Framework 2018-03-25 01:51:16 UTC 13.2 MB
How to Swing By Saddle Points: Faster Non-Convex Optimization Than SGD 2018-03-25 01:49:11 UTC 16.2 MB
ICML 2017 Tutorial: Recent Advances in Stochastic Convex and Non-Convex Optimization (audio fixed) 2018-03-25 01:46:52 UTC 40.9 MB
First Efficient Convergence for Streaming k-PCA: a Global, Gap-Free, and Near-Optimal Rate 2018-03-25 01:41:24 UTC 10.3 MB
ICML 2017 Tutorial: Recent Advances in Stochastic Convex and Non-Convex Optimization 2018-03-25 01:39:35 UTC 40 MB
Natasha: Faster Non-Convex Stochastic Optimization via Strongly Non-Convex Parameter 2018-03-25 01:33:24 UTC 4.74 MB
Follow the Compressed Leader: Faster Online Learning of Eigenvectors and Faster MMWU 2018-03-25 01:32:43 UTC 5.31 MB
Optimal Black-Box Reductions Between Optimization Objectives 2018-03-25 01:30:24 UTC 1.59 MB
LazySVD: Even Faster SVD Decomposition Yet Without Agonizing Pain 2018-03-25 01:30:03 UTC 2.55 MB