primal-dual optimization

Causal Logistic Bandits with Counterfactual Fairness Constraints ICML 2025 Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs AAAI 2025 Learning Nash Equilibrium of Markov Potential Games with a Shared Constraint via Primal-Dual Optimization AAAI 2025 Out-of-distribution Generalization for Total Variation based Invariant Risk Minimization ICLR 2025 Variational Inference on the Boolean Hypercube with the Quantum Entropy AISTATS 2025 A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs NeurIPS 2024 A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning AISTATS 2024 Constrained Sampling with Primal-Dual Langevin Monte Carlo NeurIPS 2024 Offline Primal-Dual Reinforcement Learning for Linear MDPs AISTATS 2024 One-Shot Safety Alignment for Large Language Models via Optimal Dualization NeurIPS 2024 Safety Constrained Multi-Agent Reinforcement Learning for Active Voltage Control IJCAI 2024 Sample-Efficient Constrained Reinforcement Learning with General Parameterization NeurIPS 2024 Accelerated Primal-Dual Methods for Convex-Strongly-Concave Saddle Point Problems ICML 2023 Accelerated Primal-Dual Mirror Dynamics for Centralized and Distributed Constrained Convex Optimization Problems JMLR 2023 Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework AAAI 2023 Double Duality: Variational Primal-Dual Policy Optimization for Constrained Reinforcement Learning JMLR 2023 Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes AAAI 2023 Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints AAAI 2023 Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation ICML 2023 Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities NeurIPS 2023 SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization NeurIPS 2023 Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach AAAI 2022 On Kernelized Multi-Armed Bandits with Constraints NeurIPS 2022 Primal-Dual Stochastic Mirror Descent for MDPs AISTATS 2022 Provably Efficient Model-Free Constrained RL with Linear Function Approximation NeurIPS 2022