Élisabeth Gassiat

Centre National de la Recherche Scientifique — France

Computer Science · Physical Sciences

8h-index196citations26works0.42yr avg
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Research Topics

Algorithms and Data Compression(9), Statistical Methods and Inference(7), Bayesian Methods and Mixture Models(4), DNA and Biological Computing(4), Neural Networks and Applications(2)

Publications26 total

Tree-based variational inference for Poisson log-normal models
Statistics and Computing·2025· 1 citedOpen Access
Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study
arXiv (Cornell University)·2025Open Access
Erratum: Deconvolution with unknown noise distribution is possible for multivariate signals
SPIRE - Sciences Po Institutional REpository·2025Open Access
The van Trees Inequality in the Spirit of Hájek and Le Cam
Statistical Science·2024· 1 citedOpen Access
Tree-based variational inference for Poisson log-normal models
arXiv (Cornell University)·2024Open Access
Variational excess risk bound for general state space models
arXiv (Cornell University)·2023Open Access
Fundamental Limits of Membership Inference Attacks on Machine Learning Models
arXiv (Cornell University)·2023· 2 citedOpen Access
Deconvolution with unknown noise distribution is possible for multivariate signals
The Annals of Statistics·2022· 8 citedOpen Access
Multiple Testing in Nonparametric Hidden Markov Models: An Empirical Bayes Approach
arXiv (Cornell University)·2021· 9 citedOpen Access
Universal Coding on Finite Alphabets
Springer monographs in mathematics·2018
Lossless Coding
Springer monographs in mathematics·2018
Universal Coding on Infinite Alphabets
Springer monographs in mathematics·2018
Universal Coding and Order Identification by Model Selection Methods
Springer monographs in mathematics·2018· 10 cited
Pattern Coding Meets Censoring: (almost) Adaptive Coding on Countable Alphabets
arXiv (Cornell University)·2016· 1 citedOpen Access
About Adaptive Coding on Countable Alphabets: Max-Stable Envelope Classes
IEEE Transactions on Information Theory·2015· 11 citedOpen Access
About adaptive coding on countable alphabets
2014· 15 cited
Joint Estimation of Intersecting Context Tree Models
Scandinavian Journal of Statistics·2012· 2 cited
Adaptive compression against a countable alphabet
Discrete Mathematics & Theoretical Computer Science·2012Open Access
Consistent order estimation and minimal penalties
arXiv (Cornell University)·2010Open Access
A Bernstein-Von Mises Theorem for discrete probability distributions
Electronic Journal of Statistics·2009· 40 citedOpen Access
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Frequent Co-authors

Stéphane Boucheron(6), Sylvain Le Corff(5), Dominique Bontemps(2), Luc Lehéricy(2), Eric Aubinais(2), Pablo Piantanida(2), Alexandre Chaussard(2), Anna Bonnet(2), Fabrice Gamboa(1), Bernard Bercu(1), Emmanuel Rio(1), Mesrob I. Ohannessian(1), Kweku Abraham(1), Ismaël Castillo(1), Antonio Galves(1), Aurélien Garivier(1), Anna Ben-Hamou(1), Gilles Stoltz(1), Philippe Formont(1), Benoit Landelle(1)