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20212026
most citedDifferentially Private Federated Learning on Heterogeneous Data

25 citations · 27 across the 11 of their papers we have counts for

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stat.ML2024

Learned Reference-based Diffusion Sampling for multi-modal distributions

Maxence Noble, Louis Grenioux, Marylou Gabrié +1

Over the past few years, several approaches utilizing score-based diffusion have been proposed to sample from probability distributions, that is without having access to exact samp…

stat.ML2024

Stochastic Localization via Iterative Posterior Sampling

Louis Grenioux, Maxence Noble, Marylou Gabrié +1

Building upon score-based learning, new interest in stochastic localization techniques has recently emerged. In these models, one seeks to noise a sample from the data distribution…