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My Asilomar 2018 Schedule

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Technical Program

Paper Detail

Paper:TP4b-1
Session:Taming Nonconvexity in High-Dimensional Statistical Inference (Invited)
Session Time:Tuesday, October 30, 15:30 - 17:35
Presentation Time:Tuesday, October 30, 15:30 - 16:01
Presentation: Oral
Topic: Adaptive Systems, Machine Learning, Data Analytics: Invited Session: Taming Nonconvexity in High-Dimensional Statistical Inference
Paper Title: Generalization Error Bounds with Probabilistic Guarantee for SGD in Nonconvex Optimization
Authors: Yi Zhou; Ohio State University 
 Yingbin Liang; Ohio State University