Elisabeth Gassiat

According to our database, Elisabeth Gassiat authored at least 24 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Fundamental Limits for Learning Hidden Markov Model Parameters.

Kweku Abraham, Elisabeth Gassiat, Zacharie Naulet

IEEE Trans. Inf. Theory, March, 2023

Fundamental Limits of Membership Inference Attacks on Machine Learning Models.

Eric Aubinais, Elisabeth Gassiat, Pablo Piantanida

CoRR, 2023

2022

Multiple Testing in Nonparametric Hidden Markov Models: An Empirical Bayes Approach.

Kweku Abraham, Ismael Castillo, Elisabeth Gassiat

J. Mach. Learn. Res., 2022

2021

Joint self-supervised blind denoising and noise estimation.

Jean Ollion, Charles Ollion, Elisabeth Gassiat, Luc Lehéricy, Sylvain Le Corff

CoRR, 2021

Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA.

Hermanni Hälvä, Sylvain Le Corff, Luc Lehéricy, Jonathan So, Yongjie Zhu, Elisabeth Gassiat, Aapo Hyvärinen

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Identifiability and Consistent Estimation of Nonparametric Translation Hidden Markov Models with General State Space.

Elisabeth Gassiat, Sylvain Le Corff, Luc Lehéricy

J. Mach. Learn. Res., 2020

2017

Consistent Estimation of the Filtering and Marginal Smoothing Distributions in Nonparametric Hidden Markov Models.

Yohann de Castro, Elisabeth Gassiat, Sylvain Le Corff

IEEE Trans. Inf. Theory, 2017

2016

Inference in finite state space non parametric Hidden Markov Models and applications.

Elisabeth Gassiat, Alice Cleynen, Stéphane Robin

Stat. Comput., 2016

Minimax Adaptive Estimation of Nonparametric Hidden Markov Models.

Yohann de Castro, Elisabeth Gassiat, Claire Lacour

J. Mach. Learn. Res., 2016

Pattern Coding Meets Censoring: (almost) Adaptive Coding on Countable Alphabets.

Anna Ben-Hamou, Stéphane Boucheron, Elisabeth Gassiat

CoRR, 2016

2015

About Adaptive Coding on Countable Alphabets: Max-Stable Envelope Classes.

Stéphane Boucheron, Elisabeth Gassiat, Mesrob I. Ohannessian

IEEE Trans. Inf. Theory, 2015

2014

About Adaptive Coding on Countable Alphabets.

Dominique Bontemps, Stéphane Boucheron, Elisabeth Gassiat

IEEE Trans. Inf. Theory, 2014

2013

Consistent Order Estimation and Minimal Penalties.

Elisabeth Gassiat, Ramon van Handel

IEEE Trans. Inf. Theory, 2013

2009

Coding on Countably Infinite Alphabets.

Stéphane Boucheron, Aurélien Garivier, Elisabeth Gassiat

IEEE Trans. Inf. Theory, 2009

Variable selection in model-based clustering using multilocus genotype data.

Wilson Toussile, Elisabeth Gassiat

Adv. Data Anal. Classif., 2009

2006

Error exponents for AR order testing.

Stéphane Boucheron, Elisabeth Gassiat

IEEE Trans. Inf. Theory, 2006

2005

A Pairwise Alignment Algorithm Which Favors Clusters of Blocks.

Elodie Nédélec, Thomas Moncion, Elisabeth Gassiat, Bruno Bossard, Guillemette Duchateau-Nguyen, Alain Denise, Michel Termier

J. Comput. Biol., 2005

2003

Optimal error exponents in hidden Markov models order estimation.

Elisabeth Gassiat, Stéphane Boucheron

IEEE Trans. Inf. Theory, 2003

1999

MEM pixel correlated solutions for generalized moment and interpolation problems.

Imre Csiszár, Fabrice Gamboa, Elisabeth Gassiat

IEEE Trans. Inf. Theory, 1999

1998

Identification of Noisy Linear Systems with Discrete Random Input.

Elisabeth Gassiat, Emmanuelle Gautherat

IEEE Trans. Inf. Theory, 1998

1997

Source separation when the input sources are discrete or have constant modulus.

Fabrice Gamboa, Elisabeth Gassiat

IEEE Trans. Signal Process., 1997

Maximum likelihood for blind separation and deconvolution of noisy signals using mixture models.

Eric Moulines, Jean-François Cardoso, Elisabeth Gassiat

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1994

The maximum entropy method on the mean: Applications to linear programming and superresolution.

Fabrice Gamboa, Elisabeth Gassiat

Math. Program., 1994

1992

On simultaneous signal estimation and parameter identification using a generalized likelihood approach.

Elisabeth Gassiat, Fabrice Monfront, Yves Goussard

IEEE Trans. Inf. Theory, 1992