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Talk
Tue Aug 8th 03:30 -- 03:48 PM @ Parkside 2
Sub-sampled Cubic Regularization for Non-convex Optimization
Jonas Kohler · Aurelien Lucchi
Talk
Tue Aug 8th 03:48 -- 04:06 PM @ Parkside 2
Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter
Zeyuan Allen-Zhu
Talk
Tue Aug 8th 04:06 -- 04:24 PM @ Parkside 2
“Convex Until Proven Guilty”: Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions
Yair Carmon · John Duchi · Oliver Hinder · Aaron Sidford
Talk
Tue Aug 8th 04:24 -- 04:42 PM @ Parkside 2
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization
Qunwei Li · Yi Zhou · Yingbin Liang · Pramod K Varshney
Talk
Tue Aug 8th 04:42 -- 05:00 PM @ Parkside 2
How to Escape Saddle Points Efficiently
Chi Jin · Rong Ge · Praneeth Netrapalli · Sham M. Kakade · Michael Jordan