People


Léo Miolane

Léo Miolane
Institution office homepage group
 Inria 38 None Former PhD students

Books And Theses

Fundamental limits of inference: A statistical physics approach. Limites fondamentales de l'inférence statistique: Une approche par la physique statistique,
Léo Miolane ,
2019

Articles

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

Journal article

Recovering Asymmetric Communities in the Stochastic Block Model,
Francesco Caltagirone, Marc Lelarge , Léo Miolane ,
IEEE Transactions on Network Science and Engineering 2018

Report

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

Misc

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