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Arnaud Guillin

LMBP

Error estimates between SGD with momentum and underdamped Langevin diffusion

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Oct 22, 2024
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Central Limit Theorem for Bayesian Neural Network trained with Variational Inference

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Jun 10, 2024
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Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference

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Jul 10, 2023
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Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity

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Feb 03, 2023
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