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Talk
Sun Aug 06 05:30 PM -- 05:48 PM (PDT) @ Parkside 2
Tight Bounds for Approximate Carathéodory and Beyond
Vahab Mirrokni · Renato Leme · Adrian Vladu · Sam Wong
[ PDF [ ss Summary/Notes [ Video
Talk
Sun Aug 06 05:48 PM -- 06:06 PM (PDT) @ Parkside 2
Oracle Complexity of Second-Order Methods for Finite-Sum Problems
Yossi Arjevani · Ohad Shamir
[ PDF [ ss Summary/Notes [ Video
Talk
Sun Aug 06 06:06 PM -- 06:24 PM (PDT) @ Parkside 2
Global optimization of Lipschitz functions
Cedric Malherbe · Nicolas Vayatis
[ PDF [ ss Summary/Notes [ Video
Talk
Sun Aug 06 06:24 PM -- 06:42 PM (PDT) @ Parkside 2
Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions
Yichen Chen · Dongdong Ge · Mengdi Wang · Zizhuo Wang · Yinyu Ye · Hao Yin
[ PDF [ ss Summary/Notes [ Video
Talk
Sun Aug 06 06:42 PM -- 07:00 PM (PDT) @ Parkside 2
Stochastic Convex Optimization: Faster Local Growth Implies Faster Global Convergence
Yi Xu · Qihang Lin · Tianbao Yang
[ PDF [ ss Summary/Notes [ Video