conftrace_

primal-dual algorithm

72 papers

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Also known as

PDA

Co-occurring keywords

convex optimization (1321) regret bound (1926) primal-dual method (58) distributed optimization (275) stochastic optimization (1060) constrained markov decision process (56) primal-dual optimization (49) sample complexity (1169) variance reduction (523) network optimization (80)

Papers

A Primal-Dual Algorithm for Hybrid Federated Learning AAAI 2024
Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions NIPS 2024
Contextual Bandits with Budgeted Information Reveal AISTATS 2024
Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NIPS 2024
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning NIPS 2024
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NIPS 2024
Constrained Sampling with Primal-Dual Langevin Monte Carlo NIPS 2024
A Primal-Dual-Critic Algorithm for Offline Constrained Reinforcement Learning AISTATS 2024
Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage NIPS 2024
Towards Achieving Sub-linear Regret and Hard Constraint Violation in Model-free RL AISTATS 2024
Drago: Primal-Dual Coupled Variance Reduction for Faster Distributionally Robust Optimization NIPS 2024
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise NIPS 2024
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization NIPS 2024
Interpreting Primal-Dual Algorithms for Constrained Multiagent Reinforcement Learning L4DC 2023
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation AAAI 2023
Online Ad Procurement in Non-stationary Autobidding Worlds NIPS 2023
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm AAAI 2023
Zero-Regret Performative Prediction Under Inequality Constraints NIPS 2023
Primal-Dual Algorithms with Predictions for Online Bounded Allocation and Ad-Auctions Problems ALT 2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023
Provably Efficient Primal-Dual Reinforcement Learning for CMDPs with Non-stationary Objectives and Constraints AAAI 2023
Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework AAAI 2023
An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints AISTATS 2022
Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022
A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data NIPS 2022