decentralized learning

On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning ICML 2022 Optimal Algorithms for Decentralized Stochastic Variational Inequalities NeurIPS 2022 Secure Distributed Training at Scale ICML 2022 SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data AAAI 2022 (Almost) Free Incentivized Exploration from Decentralized Learning Agents NeurIPS 2021 Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning) NeurIPS 2021 Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation ICCV 2021 Cooperative SGD: A Unified Framework for the Design and Analysis of Local-Update SGD Algorithms JMLR 2021 Cross-Gradient Aggregation for Decentralized Learning from Non-IID Data ICML 2021 Decentralized Learning in Online Queuing Systems NeurIPS 2021 Decentralized Sharing and Valuation of Fleet Robotic Data CoRL 2021 Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games ICML 2021 Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo JMLR 2021 Ensemble Attention Distillation for Privacy-Preserving Federated Learning ICCV 2021 Improving Multi-agent Coordination by Learning to Estimate Contention IJCAI 2021 Quasi-global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data ICML 2021 RelaySum for Decentralized Deep Learning on Heterogeneous Data NeurIPS 2021 Robust error bounds for quantised and pruned neural networks L4DC 2021 Stability and Generalization of Decentralized Stochastic Gradient Descent AAAI 2021 Decentralized Langevin Dynamics for Bayesian Learning NeurIPS 2020 Decentralized Multi-player Multi-armed Bandits with No Collision Information AISTATS 2020 Distributed Primal-Dual Optimization for Online Multi-Task Learning AAAI 2020 Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation AISTATS 2020 Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs AISTATS 2020 Learning to Improve Multi-Robot Hallway Navigation CoRL 2020