Elisabeth Gassiat

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Sylvain Le Corff

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Publications

2025
[j22]
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Alexandre Chaussard, Anna Bonnet, Elisabeth Gassiat, Sylvain Le Corff:
Tree-based variational inference for Poisson log-normal models. Stat. Comput. 35(5): 135 (2025)
2024
[j21]
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Mathis Chagneux, Elisabeth Gassiat, Pierre Gloaguen, Sylvain Le Corff:
Additive smoothing error in backward variational inference for general state-space models. J. Mach. Learn. Res. 25: 28:1-28:33 (2024)
[j20]
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Elisabeth Gassiat, Sylvain Le Corff:
Variational excess risk bound for general state space models. Trans. Mach. Learn. Res. 2024 (2024)
2021
[c2]
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Hermanni Hälvä, Sylvain Le Corff, Luc Lehéricy, Jonathan So, Yongjie Zhu, Elisabeth Gassiat, Aapo Hyvärinen:
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA. NeurIPS 2021: 1624-1633
[i5]
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  - journals/corr/abs-2102-08023
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Jean Ollion, Charles Ollion, Elisabeth Gassiat, Luc Lehéricy, Sylvain Le Corff:
Joint self-supervised blind denoising and noise estimation. CoRR abs/2102.08023 (2021)
[i4]
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Hermanni Hälvä, Sylvain Le Corff, Luc Lehéricy, Jonathan So, Yongjie Zhu, Elisabeth Gassiat, Aapo Hyvärinen:
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA. CoRR abs/2106.09620 (2021)
2020
[j17]
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Elisabeth Gassiat, Sylvain Le Corff, Luc Lehéricy:
Identifiability and Consistent Estimation of Nonparametric Translation Hidden Markov Models with General State Space. J. Mach. Learn. Res. 21: 115:1-115:40 (2020)
2017
[j16]
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Yohann de Castro, Elisabeth Gassiat, Sylvain Le Corff:
Consistent Estimation of the Filtering and Marginal Smoothing Distributions in Nonparametric Hidden Markov Models. IEEE Trans. Inf. Theory 63(8): 4758-4777 (2017)

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