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Adil Salim

Long-time asymptotics of noisy SVGD outside the population limit

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Jun 17, 2024
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Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

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Apr 23, 2024
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Gaussian random field approximation via Stein's method with applications to wide random neural networks

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Jun 28, 2023
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Textbooks Are All You Need

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Jun 20, 2023
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The probability flow ODE is provably fast

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May 19, 2023
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Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space

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Apr 10, 2023
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Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions

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Oct 04, 2022
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Federated Learning with a Sampling Algorithm under Isoperimetry

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Jun 07, 2022
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Improved analysis for a proximal algorithm for sampling

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Feb 13, 2022
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Towards a Theory of Non-Log-Concave Sampling: First-Order Stationarity Guarantees for Langevin Monte Carlo

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Feb 10, 2022
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