conftrace_

decentralized learning

103 papers

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Also known as

DL

Co-occurring keywords

federated learning (1333) multi-agent reinforcement learning (538) multi-agent system (1819) distributed optimization (275) communication efficiency (297) distributed learning (563) distributed training (188) decentralized optimization (113) model aggregation (156) non-convex optimization (547)

Papers

DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training ICML 2022
On Improving Model-Free Algorithms for Decentralized Multi-Agent Reinforcement Learning ICML 2022
Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications IJCAI 2022
Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022
Secure Distributed Training at Scale ICML 2022
Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees L4DC 2022
SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data AAAI 2022
Multi-Agent Online Optimization with Delays: Asynchronicity, Adaptivity, and Optimism JMLR 2022
EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles AAAI 2022
Decentralized Mean Field Games AAAI 2022
GAL: Gradient Assisted Learning for Decentralized Multi-Organization Collaborations NIPS 2022
I2Q: A Fully Decentralized Q-Learning Algorithm NIPS 2022
Optimal Algorithms for Decentralized Stochastic Variational Inequalities NIPS 2022
Beyond spectral gap: the role of the topology in decentralized learning NIPS 2022
Decentralized Local Stochastic Extra-Gradient for Variational Inequalities NIPS 2022
Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation ICCV 2021
Robust error bounds for quantised and pruned neural networks L4DC 2021
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo JMLR 2021
Decentralized Sharing and Valuation of Fleet Robotic Data CORL 2021
Decentralized Learning in Online Queuing Systems NIPS 2021
RelaySum for Decentralized Deep Learning on Heterogeneous Data NIPS 2021
Stability and Generalization of Decentralized Stochastic Gradient Descent AAAI 2021
(Almost) Free Incentivized Exploration from Decentralized Learning Agents NIPS 2021
Quasi-global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data ICML 2021
Cooperative SGD: A Unified Framework for the Design and Analysis of Local-Update SGD Algorithms JMLR 2021