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Christophe Cerisara

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Articles by Christophe Cerisara

Computer Science > Machine Learning

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By Christophe Cerisara, Alexandre Allauzen
| arXiv
Deep neural networks generalize well despite their highly nonconvex, overparameterized loss landscapes, a phenomenon often associated with the geometry of the minima found by stochastic optimization. We study how incremental grow-and-optimize strategies bias training toward flatter regions by viewing growth as progressive constraint relaxation.
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[2602.19991] Cross-lingual Matryoshka Representation Learning across Speech and Text

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By Christophe Cerisara, Irina Illina
| arXiv
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
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Speech Language Models for Under-Represented Languages: Insights from Wolof

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By Christophe Cerisara, Irina Illina
| arXiv
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LibriQuote: A Speech Dataset of Fictional Character Utterances for Expressive Zero-Shot Speech Synthesis

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By Elena V Epure, Christophe Cerisara
| arXiv
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Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning

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By Christophe Cerisara
| arXiv
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Code python pour afficher sur une carte

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By Christophe Cerisara
| data.gouv.fr
Description Il s'agit d'une version alpha d'un code python permettant d'afficher sur une carte les données d'hospitalisation avec présomption de COVID par département. Il s'agit d'une version alpha, car les résultats n'ont pas été vérifiés, et semblent assez étranges, avec probablement des bugs dans le code. C'est pourquoi je distribue le code pour que d'autres puissent éventuellement le réutiliser, le débugger et l'améliorer.
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