Xavier Fontaine

According to our database, Xavier Fontaine authored at least 10 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Multilingual Clinical NER: Translation or Cross-lingual Transfer?

Félix Gaschi, Xavier Fontaine, Parisa Rastin, Yannick Toussaint

Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2021

Online A-Optimal Design and Active Linear Regression.

Xavier Fontaine, Pierre Perrault, Michal Valko, Vianney Perchet

Proceedings of the 38th International Conference on Machine Learning, 2021

Convergence rates and approximation results for SGD and its continuous-time counterpart.

Xavier Fontaine, Valentin De Bortoli, Alain Durmus

Proceedings of the Conference on Learning Theory, 2021

2020

Quantitative Propagation of Chaos for SGD in Wide Neural Networks.

Valentin De Bortoli, Alain Durmus, Xavier Fontaine, Umut Simsekli

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

An adaptive stochastic optimization algorithm for resource allocation.

Xavier Fontaine, Shie Mannor, Vianney Perchet

Proceedings of the Algorithmic Learning Theory, 2020

2019

Active Linear Regression.

Xavier Fontaine, Pierre Perrault, Vianney Perchet

CoRR, 2019

A Problem-Adaptive Algorithm for Resource Allocation.

Xavier Fontaine, Shie Mannor, Vianney Perchet

CoRR, 2019

Regularized Contextual Bandits.

Xavier Fontaine, Quentin Berthet, Vianney Perchet

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2017

Face recognition in real-world images.

Xavier Fontaine, Radhakrishna Achanta, Sabine Süsstrunk

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Increasing Diamonds.

Olivier Bodini, Matthieu Dien, Xavier Fontaine, Antoine Genitrini, Hsien-Kuei Hwang

Proceedings of the LATIN 2016: Theoretical Informatics, 2016