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fenchel duality

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markov decision process (2) primal-dual algorithm (2) convex optimization (2) variational inequality (1) structured prediction (1) optimal transport (1) constrained reinforcement learning (1) primal-dual optimization (1) privacy preservation (1) model aggregation (1)

Papers

A Primal-Dual Algorithm for Hybrid Federated Learning AAAI 2024 Double Duality: Variational Primal-Dual Policy Optimization for Constrained Reinforcement Learning JMLR 2023 Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching ICML 2022 Regularized Policies are Reward Robust AISTATS 2021 Reward is enough for convex MDPs NeurIPS 2021 Regularized Optimal Transport is Ground Cost Adversarial ICML 2020 Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms NeurIPS 2015 A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction NeurIPS 2010 Value Regularization and Fenchel Duality JMLR 2007 Convex Repeated Games and Fenchel Duality NeurIPS 2006