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Poster
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Tue 14:00
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Near-Optimal Sample Complexity Bounds for Constrained MDPs
Sharan Vaswani · Lin Yang · Csaba Szepesvari
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Workshop
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RandProx: Primal-Dual Optimization Algorithms with Randomized Proximal Updates
Laurent Condat · Peter Richtarik
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Poster
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Wed 14:00
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A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP
Fan Chen · Junyu Zhang · Zaiwen Wen
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Poster
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Tue 9:00
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Accelerated Primal-Dual Gradient Method for Smooth and Convex-Concave Saddle-Point Problems with Bilinear Coupling
Dmitry Kovalev · Alexander Gasnikov · Peter Richtarik
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Poster
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Tue 14:00
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Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference
Ségolène Martin · Malik Boudiaf · Emilie Chouzenoux · Jean-Christophe Pesquet · Ismail Ayed
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Poster
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Contextual Bandits with Knapsacks for a Conversion Model
Zhen LI · Gilles Stoltz
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Poster
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Wed 14:00
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Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
Elena Grigorescu · Young-San Lin · Sandeep Silwal · Maoyuan Song · Samson Zhou
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Poster
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Tue 14:00
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Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
Ziyi Chen · Shaocong Ma · Yi Zhou
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Poster
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Thu 9:00
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Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox
Abdurakhmon Sadiev · Dmitry Kovalev · Peter Richtarik
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Workshop
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Parameter Free Dual Averaging: Optimizing Lipschitz Functions in a Single Pass
Aaron Defazio · Konstantin Mishchenko
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Workshop
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Fantasizing with Dual GPs in Bayesian Optimization and Active Learning
Paul Chang · Prakhar Verma · ST John · Victor Picheny · Henry Moss · Arno Solin
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Poster
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Wed 14:00
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DNA: Proximal Policy Optimization with a Dual Network Architecture
Matthew Aitchison · Penny Sweetser
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