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Alice Martin 0001

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affiliation (PhD 2022): Polytechnic Institute of Paris, Ecole Polytechnique, CMAP, Palaiseau, France
affiliation: Telecom SudParis, France

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2022
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Alice Martin:
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). Polytechnic Institute of Paris, Palaiseau, France, 2022

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2022
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Alice Martin, Guillaume Quispe, Charles Ollion, Sylvain Le Corff, Florian Strub, Olivier Pietquin:
Learning Natural Language Generation with Truncated Reinforcement Learning. NAACL-HLT 2022: 12-37

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2021
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Alice Martin, Guillaume Quispe, Charles Ollion, Sylvain Le Corff, Florian Strub, Olivier Pietquin:
Learning Natural Language Generation from Scratch. CoRR abs/2109.09371 (2021)
2020
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Nicolas Brosse, Carlos Riquelme, Alice Martin, Sylvain Gelly, Eric Moulines:
On Last-Layer Algorithms for Classification: Decoupling Representation from Uncertainty Estimation. CoRR abs/2001.08049 (2020)
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Alice Martin, Charles Ollion, Florian Strub, Sylvain Le Corff, Olivier Pietquin:
The Monte Carlo Transformer: a stochastic self-attention model for sequence prediction. CoRR abs/2007.08620 (2020)

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