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Ye He

Evaluating the design space of diffusion-based generative models

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Jun 18, 2024
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A Separation in Heavy-Tailed Sampling: Gaussian vs. Stable Oracles for Proximal Samplers

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May 27, 2024
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Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion

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Feb 29, 2024
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High-dimensional scaling limits and fluctuations of online least-squares SGD with smooth covariance

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Apr 03, 2023
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Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality

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Mar 07, 2023
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Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling

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Mar 01, 2023
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Regularized Stein Variational Gradient Flow

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Nov 15, 2022
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Heavy-tailed Sampling via Transformed Unadjusted Langevin Algorithm

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Jan 20, 2022
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On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint Sampling Method

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Nov 06, 2020
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Mutual-Supervised Feature Modulation Network for Occluded Pedestrian Detection

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Oct 21, 2020
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