People


Léo Miolane

Léo Miolane
Institution: 
■ Inria
Office: 
38
Groups: 
Former PhD student

Books And Theses

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Fundamental limits of inference : a statistical physics approach Limites fondamentales de l'inférence statistique : une approche par la physique statistique,
Léo Miolane ■,
2019

Articles

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Asymptotic Bayes Risk for Gaussian Mixture in a Semi-Supervised Setting,
Marc Lelarge ■, Léo Miolane ■,
CAMSAP 2019
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Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models,
Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane ■, Lenka Zdeborova,
Proceedings of the National Academy of Sciences of the United States of America 2018
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Statistical and computational phase transitions in spiked tensor estimation,
Thibault Lesieur, Léo Miolane ■, Marc Lelarge ■, Florent Krzakala, Lenka Zdeborova,
ISIT 2017, Aachen, Germany
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Fundamental limits of symmetric low-rank matrix estimation,
Marc Lelarge ■, Léo Miolane ■,
COLT 2017
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The layered structure of tensor estimation and its mutual information,
Jean Barbier, Nicolas Macris, Léo Miolane ■,
Allerton 2017
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Phase Transitions, Optimal Errors and Optimality of Message-Passing in Generalized Linear Models,
Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane ■, Lenka Zdeborova,
CoRR 2017

Journal articles

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Recovering Asymmetric Communities in the Stochastic Block Model,
Francesco Caltagirone, Marc Lelarge ■, Léo Miolane ■,
IEEE Transactions on Network Science and Engineering 2018
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A Global Dynamic Long-Term Inundation Extent Dataset at High Spatial Resolution Derived through Downscaling of Satellite Observations,
Filipe Aires, Léo Miolane ■, Catherine Prigent, Binh Pham, Etienne Fluet-Chouinard, Bernhard Lehner, Fabrice Papa,
Journal of Hydrometeorology 2017

Miscs

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Statistical thresholds for Tensor PCA,
Aukosh Jagannath, Patrick Lopatto, Léo Miolane ■,
2018
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The distribution of the Lasso: Uniform control over sparse balls and adaptive parameter tuning,
Léo Miolane ■, Andrea Montanari,
2018
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Phase transitions in spiked matrix estimation: information-theoretic analysis,
Léo Miolane ■,
2018
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Fundamental limits of low-rank matrix estimation: the non-symmetric case,
Léo Miolane ■,
2017
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