Léo Miolane

Institution ■ Inria Office 38 Group PhD students

Articles

			⇣	Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models, Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane ■, Lenka Zdeborová, COLT 2018, 728-731
		⇣	⇣	Fundamental limits of symmetric low-rank matrix estimation, Marc Lelarge ■, Léo Miolane ■, COLT 2017, 1297-1301
		⇣	⇣	Statistical and computational phase transitions in spiked tensor estimation, Thibault Lesieur, Léo Miolane ■, Marc Lelarge ■, Florent Krzakala, Lenka Zdeborová, ISIT 2017, 511-515
			⇣	The layered structure of tensor estimation and its mutual information, Jean Barbier, Nicolas Macris, Léo Miolane ■, Allerton 2017, 1056-1063

Journal article

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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, 237-246

Reports

		⇣	⇣	Phase transitions in spiked matrix estimation - information-theoretic analysis, Léo Miolane ■, CoRR 2018
		⇣	⇣	Phase Transitions, Optimal Errors and Optimality of Message-Passing in Generalized Linear Models, Jean Barbier, Florent Krzakala, Nicolas Macris, Léo Miolane ■, Lenka Zdeborová, 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
		⇣		Fundamental limits of low-rank matrix estimation: the non-symmetric case, Léo Miolane ■, 2017