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Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics
14 October 2024
Daniel Paulin
P. Whalley
Neil K. Chada
B. Leimkuhler
BDL
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Papers citing
"Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics"
4 / 4 papers shown
Title
A Langevin sampling algorithm inspired by the Adam optimizer
B. Leimkuhler
René Lohmann
P. Whalley
69
0
0
26 Apr 2025
Randomised Splitting Methods and Stochastic Gradient Descent
Luke Shaw
Peter A. Whalley
28
1
0
05 Apr 2025
Random Reshuffling for Stochastic Gradient Langevin Dynamics
Luke Shaw
Peter A. Whalley
75
3
0
28 Jan 2025
Unbiased Approximations for Stationary Distributions of McKean-Vlasov SDEs
Elsiddig Awadelkarim
Neil K. Chada
Ajay Jasra
30
0
0
18 Nov 2024
1