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08/03/2023
Some remarks on the effect of the Random Batch Method on phase transition
In this article, we focus on two toy models : the Curie-Weiss model and ...
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07/10/2023
Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference
We provide a rigorous analysis of training by variational inference (VI)...
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02/03/2023
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity
Normalizing Flows (NF) are Generative models which are particularly robu...
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04/14/2021
Discrete sticky couplings of functional autoregressive processes
In this paper, we provide bounds in Wasserstein and total variation dist...
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01/27/2021
Functional inequalities for perturbed measures with applications to log-concave measures and to some Bayesian problems
We study functional inequalities (Poincaré, Cheeger, log-Sobolev) for pr...
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07/14/2018