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Talk
Tue Aug 8th 01:30 -- 01:48 PM @ Parkside 2
Stochastic modified equations and adaptive stochastic gradient algorithms
Qianxiao Li · Cheng Tai · Weinan E
Talk
Tue Aug 8th 01:48 -- 02:06 PM @ Parkside 2
Dissipativity Theory for Nesterov's Accelerated Method
Bin Hu · Laurent Lessard
Talk
Tue Aug 8th 02:06 -- 02:24 PM @ Parkside 2
An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis
Yuandong Tian
Talk
Tue Aug 8th 02:24 -- 02:42 PM @ Parkside 2
Forward and Reverse Gradient-Based Hyperparameter Optimization
Luca Franceschi · Michele Donini · Paolo Frasconi · Massimiliano Pontil
Talk
Tue Aug 8th 02:42 -- 03:00 PM @ Parkside 2
Adaptive Sampling Probabilities for Non-Smooth Optimization
Hongseok Namkoong · Aman Sinha · Steven Yadlowsky · John Duchi