Technical Program

Paper Detail

Paper:TP4b-1
Session:Taming Nonconvexity in High-Dimensional Statistical Inference (Invited)
Location:Heather
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, Yingbin Liang, Ohio State University, United States