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Talk
Tue Aug 08 02:30 PM -- 02:48 PM (KST) @ Parkside 2
Sub-sampled Cubic Regularization for Non-convex Optimization
In Continuous optimization 7
Jonas Kohler · Aurelien Lucchi
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 02:48 PM -- 03:06 PM (KST) @ Parkside 2
Natasha: Faster Non-Convex Stochastic Optimization Via Strongly Non-Convex Parameter
In Continuous optimization 7
Zeyuan Allen-Zhu
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 03:06 PM -- 03:24 PM (KST) @ Parkside 2
“Convex Until Proven Guilty”: Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions
In Continuous optimization 7
Yair Carmon · John Duchi · Oliver Hinder · Aaron Sidford
[ PDF]  [ Video]  [ ss Summary/Notes] 
Talk
Tue Aug 08 03:24 PM -- 03:42 PM (KST) @ Parkside 2
Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization
In Continuous optimization 7
Qunwei Li · Yi Zhou · Yingbin Liang · Pramod K Varshney
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 03:42 PM -- 04:00 PM (KST) @ Parkside 2
How to Escape Saddle Points Efficiently
In Continuous optimization 7
Chi Jin · Rong Ge · Praneeth Netrapalli · Sham Kakade · Michael Jordan
[ PDF]  [ ss Summary/Notes]  [ Video]