decentralized optimization

Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization AAAI 2024 Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate AISTATS 2024 Decentralized Natural Policy Gradient with Variance Reduction for Collaborative Multi-Agent Reinforcement Learning JMLR 2024 Decentralized Noncooperative Games with Coupled Decision-Dependent Distributions NeurIPS 2024 Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold ICLR 2024 Decentralized Sum-of-Nonconvex Optimization AAAI 2024 Implicit Regularization of Decentralized Gradient Descent for Sparse Regression NeurIPS 2024 Jointly Improving the Sample and Communication Complexities in Decentralized Stochastic Minimax Optimization AAAI 2024 Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks NeurIPS 2024 On the Optimal Time Complexities in Decentralized Stochastic Asynchronous Optimization NeurIPS 2024 Relaxing the Additivity Constraints in Decentralized No-Regret High-Dimensional Bayesian Optimization ICLR 2024 SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization NeurIPS 2024 Towards Stability and Generalization Bounds in Decentralized Minibatch Stochastic Gradient Descent AAAI 2024 A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization UAI 2023 A principled framework for the design and analysis of token algorithms AISTATS 2023 Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data ICML 2023 DADAO: Decoupled Accelerated Decentralized Asynchronous Optimization ICML 2023 Decentralization and Acceleration Enables Large-Scale Bundle Adjustment RSS 2023 Decentralized Matrix Sensing: Statistical Guarantees and Fast Convergence NeurIPS 2023 Decentralized Randomly Distributed Multi-agent Multi-armed Bandit with Heterogeneous Rewards NeurIPS 2023 Decentralized Riemannian Algorithm for Nonconvex Minimax Problems AAAI 2023 Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity ICML 2023 Decentralized Stochastic Multi-Player Multi-Armed Walking Bandits AAAI 2023 Finding Local Minima Efficiently in Decentralized Optimization NeurIPS 2023 Incremental Aggregated Riemannian Gradient Method for Distributed PCA AISTATS 2023