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45 Results

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Workshop
Understanding Curriculum Learning in Policy Optimization for Online Combinatorial Optimization
Runlong Zhou · Yuandong Tian · YI WU · Simon Du
Poster
Constrained Update Projection Approach to Safe Policy Optimization
Long Yang · Jiaming Ji · Juntao Dai · Linrui Zhang · Binbin Zhou · Pengfei Li · Yaodong Yang · Gang Pan
Poster
Thu 9:00 Globally Convergent Policy Search for Output Estimation
Jack Umenberger · Max Simchowitz · Juan Perdomo · Kaiqing Zhang · Russ Tedrake
Workshop
Pragmatic Fairness: Optimizing Policies with Outcome Disparity Control
Limor Gultchin · Siyuan Guo · Alan Malek · Silvia Chiappa · Ricardo Silva
Poster
Thu 14:00 On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond
Xiaotong Yuan · Ping Li
Workshop
RandProx: Primal-Dual Optimization Algorithms with Randomized Proximal Updates
Laurent Condat · Peter Richtarik
Poster
Wed 14:00 Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization
Aniket Das · Bernhard Schölkopf · Michael Muehlebach
Poster
Thu 14:00 Amortized Proximal Optimization
Juhan Bae · Paul Vicol · Jeff Z. HaoChen · Roger Grosse
Poster
Thu 9:00 Optimal and Adaptive Monteiro-Svaiter Acceleration
Yair Carmon · Danielle Hausler · Arun Jambulapati · Yujia Jin · Aaron Sidford