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20222026
most citedLaw of large numbers and central limit theorem for wide two-layer neural networks: the mini-batch and noisy case

2 citations · 3 across the 9 of their papers we have counts for

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stat.ML2023

Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference

Arnaud Descours, Tom Huix, Arnaud Guillin +3

We provide a rigorous analysis of training by variational inference (VI) of Bayesian neural networks in the two-layer and infinite-width case. We consider a regression problem with…

math.PR2023

Recent advances in the long-time analysis of killed degenerate processes and their particle approximation

Bertrand Cloez, Lucas Journel, Pierre Monmarché +2

We review some recent results of quantitative long-time convergence for the law of a killed Markov process conditioned to survival toward a quasi-stationary distribution, and on th…