Legend:
CC = Colorado Convention Center H = Hyatt Regency Denver at Colorado Convention Center
* = applied session ! = JSM meeting theme
Activity Details
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220
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Mon, 7/29/2019,
2:00 PM -
3:50 PM
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CC-102
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Uncertainty Quantification for Stochastic Optimization Methods in Machine Learning — Invited Papers
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IMS, IEEE Computer Society
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Organizer(s): Weijie Su, University of Pennsylvania
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Chair(s): Weijie Su, University of Pennsylvania
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2:30 PM
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Convergence Diagnostics for Stochastic Gradient Methods
Panagiotis Toulis, University of Chicago Booth School of Business; Jerry Chee, University of Chicago
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2:55 PM
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Data-Adaptive Learning Rate Selection for Stochastic Gradient Descent Using Convergence Diagnostic
Matteo Sordello, University of Pennsylvania; Weijie Su, University of Pennsylvania
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3:20 PM
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First-Order Newton-Type Estimator for Distributed Estimation and Inference
Xi Chen, New York University; Weidong Liu, Shanghai Jiaotong University; Yichen Zhang, New York University
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3:45 PM
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Floor Discussion
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