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My Asilomar 2018 Schedule

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TP4b: Taming Nonconvexity in High-Dimensional Statistical Inference (Invited)

Session Type: Oral
Time: Tuesday, October 30, 15:30 - 17:35
Location: Heather
Session Chairs: Yuejie Chi, Carnegie Mellon University and Yuxin Chen, Princeton University
 
  TP4b-1: GENERALIZATION ERROR BOUNDS WITH PROBABILISTIC GUARANTEE FOR SGD IN NONCONVEX OPTIMIZATION
         Yi Zhou; Ohio State University
         Yingbin Liang; Ohio State University
 
  TP4b-2: NONCONVEX MATRIX COMPLETION WITHOUT REGULARIZATION
         Cong Ma; Princeton University
         Kaizheng Wang; Princeton University
         Yuejie Chi; Carnegie Mellon University
         Yuxin Chen; Princeton University
 
  TP4b-3: NONCONVEX MATRIX COMPLETION: ASSUMPTION-FREE LOCAL MINIMUM ANALYSIS AND APPLICATIONS IN MEMORY-EFFICIENT KERNEL PCA
         Ji Chen; University of California, Davis
         Xiaodong Li; University of California, Davis
 
  TP4b-4: OPTIMIZATION-BASED AMP FOR PHASE RETRIEVAL: THE IMPACT OF INITIALIZATION AND L_2-REGULARIZATION
         Junjie Ma; Columbia University
         Ji Xu; Columbia University
         Arian Maleki; Columbia University