Elisabeth Gassiat

7 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-7548-8050

Publications

• Frontiers to the learning of nonparametric hidden Markov models — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Clustering risk in nonparametric hidden Markov and I.I.D. models — The Annals of Statistics 2025
• Fundamental Limits of Membership Inference Attacks on Machine Learning Models — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Additive smoothing error in backward variational inference for general state-space models — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Deconvolution with unknown noise distribution is possible for multivariate signals — The Annals of Statistics 2022
• Multiple Testing in Nonparametric Hidden Markov Models: An Empirical Bayes Approach — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Identifiability and Consistent Estimation of Nonparametric Translation Hidden Markov Models with General State Space — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)