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

Decentralized Learning With Multi-Headed Distillation CVPR 2023
$\textbf{A}^2\textbf{CiD}^2$: Accelerating Asynchronous Communication in Decentralized Deep Learning NIPS 2023
Equilibria of Fully Decentralized Learning in Networked Systems L4DC 2023
Safe Multi-agent Learning via Trapping Regions IJCAI 2023
Structured Cooperative Learning with Graphical Model Priors ICML 2023
Improving the Model Consistency of Decentralized Federated Learning ICML 2023
Breaking the Curse of Multiagency: Provably Efficient Decentralized Multi-Agent RL with Function Approximation COLT 2023
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems AAAI 2023
Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence NIPS 2023
Empirical Study of Federated Unlearning: Efficiency and Effectiveness ACML 2023
Tackling Safe and Efficient Multi-Agent Reinforcement Learning via Dynamic Shielding (Student Abstract) AAAI 2023
FEDLEGAL: The First Real-World Federated Learning Benchmark for Legal NLP ACL 2023
Moving-Landmark Assisted Distributed Learning Based Decentralized Cooperative Localization (DL-DCL) with Fault Tolerance AAAI 2023
DM²: Decentralized Multi-Agent Reinforcement Learning via Distribution Matching AAAI 2023
Decentralized Robust V-learning for Solving Markov Games with Model Uncertainty JMLR 2023
Beyond Spectral Gap: The Role of the Topology in Decentralized Learning JMLR 2023
Compressed Decentralized Learning of Conditional Mean Embedding Operators in Reproducing Kernel Hilbert Spaces AAAI 2023
Global Update Tracking: A Decentralized Learning Algorithm for Heterogeneous Data NIPS 2023
On Generalization of Decentralized Learning with Separable Data AISTATS 2023
Decentralized Learning: Theoretical Optimality and Practical Improvements JMLR 2023
Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion IJCAI 2023
Online Tuning for Offline Decentralized Multi-Agent Reinforcement Learning AAAI 2023
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication NIPS 2023
DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training ICML 2022
Learning To Collaborate in Decentralized Learning of Personalized Models CVPR 2022