Thibault Lesieur

According to our database, Thibault Lesieur authored at least 7 papers between 2015 and 2020.

Collaborative distances:

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

2020

Adversarial training for predictive tasks: theoretical analysis and limitations in the deterministic case.

Thibault Lesieur, Jérémie Messud, Issa Hammoud, Hanyuan Peng, Céline Lacombe, Paulien Jeunesse

CoRR, 2020

2017

Constrained Low-rank Matrix Estimation: Phase Transitions, Approximate Message Passing and Applications.

Thibault Lesieur, Florent Krzakala, Lenka Zdeborová

CoRR, 2017

Statistical and computational phase transitions in spiked tensor estimation.

Thibault Lesieur, Léo Miolane, Marc Lelarge, Florent Krzakala, Lenka Zdeborová

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula.

Jean Barbier, Mohamad Dia, Nicolas Macris, Florent Krzakala, Thibault Lesieur, Lenka Zdeborová

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering.

Thibault Lesieur, Caterina De Bacco, Jess Banks, Florent Krzakala, Cristopher Moore, Lenka Zdeborová

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Phase transitions in sparse PCA.

Thibault Lesieur, Florent Krzakala, Lenka Zdeborová

Proceedings of the IEEE International Symposium on Information Theory, 2015

MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel.

Thibault Lesieur, Florent Krzakala, Lenka Zdeborová

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015