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2211.00100
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Federated Averaging Langevin Dynamics: Toward a unified theory and new algorithms
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
31 October 2022
Vincent Plassier
Alain Durmus
Eric Moulines
FedML
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Papers citing
"Federated Averaging Langevin Dynamics: Toward a unified theory and new algorithms"
3 / 3 papers shown
Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory
Jiajun Liang
Qian Zhang
Wei Deng
Qifan Song
Guang Lin
167
4
0
09 Jul 2024
ELF: Federated Langevin Algorithms with Primal, Dual and Bidirectional Compression
Conference on Uncertainty in Artificial Intelligence (UAI), 2023
Avetik G. Karagulyan
Peter Richtárik
FedML
254
6
0
08 Mar 2023
On Convergence of Federated Averaging Langevin Dynamics
Wei Deng
Qian Zhang
Yi-An Ma
Zhao Song
Guang Lin
FedML
390
18
0
09 Dec 2021
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