primal-dual algorithm

A Two-Timescale Primal-Dual Framework for Reinforcement Learning via Online Dual Variable Guidance JMLR 2026 An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints ICML 2025 Online Learning in Risk Sensitive constrained MDP ICML 2025 On Stochastic Contextual Bandits with Knapsacks in Small Budget Regime ICLR 2025 Optimal Transport Barycenter via Nonconvex-Concave Minimax Optimization ICML 2025 Performative Reinforcement Learning with Linear Markov Decision Process AISTATS 2025 Scalable Approximation Algorithms for p-Wasserstein Distance and Its Variants ICML 2025 Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees AISTATS 2025 Stochastic Smoothed Primal-Dual Algorithms for Nonconvex Optimization with Linear Inequality Constraints ICML 2025 A Primal-Dual Algorithm for Hybrid Federated Learning AAAI 2024 A Primal-Dual Algorithm for Offline Constrained Reinforcement Learning with Linear MDPs ICML 2024 A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NeurIPS 2024 A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning AISTATS 2024 Bandits with Knapsacks and Predictions UAI 2024 Bandits with Replenishable Knapsacks: the Best of both Worlds ICLR 2024 Confident Natural Policy Gradient for Local Planning in q_π-realizable Constrained MDPs NeurIPS 2024 Constrained Sampling with Primal-Dual Langevin Monte Carlo NeurIPS 2024 Contextual Bandits with Budgeted Information Reveal AISTATS 2024 Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions NeurIPS 2024 Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization NeurIPS 2024 Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NeurIPS 2024 Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning NeurIPS 2024 Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise NeurIPS 2024 Local Composite Saddle Point Optimization ICLR 2024 Loss Shaping Constraints for Long-Term Time Series Forecasting ICML 2024