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CC = Colorado Convention Center   H = Hyatt Regency Denver at Colorado Convention Center
* = applied session       ! = JSM meeting theme

Activity Details

559 ! Wed, 7/31/2019, 2:00 PM - 3:50 PM CC-301
Randomized Algorithms for Optimization Problems in Statistics — Topic Contributed Papers
Section on Statistical Learning and Data Science, IMS, Section on Statistical Computing
Organizer(s): Miles Lopes, UC Davis
Chair(s): Miles Lopes, UC Davis
2:05 PM Statistical Properties of Stochastic Gradient Descent

Panagiotis Toulis, University of Chicago Booth School of Business; Jerry Chee, University of Chicago
2:25 PM Randomized Sparse PCA Using the Variable Projection Method
N. Benjamin Erichson, Univ of California - Berkeley
2:45 PM Randomized Linear Algebra and Its Applications in Second-Order Optimization and Deep Learning

Zhewei Yao, UC Berkeley
3:05 PM Understanding the Acceleration Phenomenon via High-Resolution Differential Equations
Weijie Su, University of Pennsylvania
3:25 PM Random Projections for Faster Non-Convex Optimization
Mert Pilanci, Stanford University