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20232025
most citedFundamental Limits of Membership Inference Attacks on Machine Learning Models

2 citations · 2 across the 4 of their papers we have counts for

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stat.ME2024

Tree-based variational inference for Poisson log-normal models

Alexandre Chaussard, Anna Bonnet, Elisabeth Gassiat +1

When studying ecosystems, hierarchical trees are often used to organize entities based on proximity criteria, such as the taxonomy in microbiology, social classes in geography, or…

stat.ME2023

Variational excess risk bound for general state space models

Élisabeth Gassiat, Sylvain Le Corff

In this paper, we consider variational autoencoders (VAE) for general state space models. We consider a backward factorization of the variational distributions to analyze the exces…