Alice Martin
Orcid: 0000-0003-2552-5148Affiliations:
- Grenoble Alpes University, CEA-Leti, Grenoble, France
- Polytechnic Institute of Paris, Ecole Polytechnique, CMAP, Palaiseau, France (PhD 2022)
- Telecom SudParis, France
According to our database1,
Alice Martin
authored at least 7 papers
between 2020 and 2025.
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Bibliography
2025
He2Cl: A 2-Step Clustering Algorithm to Characterize Cellular Heterogeneity From Cell Morpho-Dynamics Behaviors.
IEEE Trans. Signal Process., 2025
2023
J. Comput. Graph. Stat., 2023
2022
Deep learning models and algorithms for sequential data problems: applications to language modelling and uncertainty quantification. (Modèles et algorithmes d'apprentissage profond pour de la donnée séquentielle: applications aux modèles de langage et à la quantification d'incertitude).
PhD thesis, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
2021
2020
The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction.
CoRR, 2020
On Last-Layer Algorithms for Classification: Decoupling Representation from Uncertainty Estimation.
CoRR, 2020