thibault Lesieur
thibault Lesieur
Sapienza University
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TitleCited byYear
Mutual information for symmetric rank-one matrix estimation: A proof of the replica formula
M Dia, N Macris, F Krzakala, T Lesieur, L Zdeborová
Advances in Neural Information Processing Systems, 424-432, 2016
113*2016
MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel
T Lesieur, F Krzakala, L Zdeborová
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
582015
Phase transitions in sparse PCA
T Lesieur, F Krzakala, L Zdeborová
2015 IEEE International Symposium on Information Theory (ISIT), 1635-1639, 2015
462015
Constrained low-rank matrix estimation: Phase transitions, approximate message passing and applications
T Lesieur, F Krzakala, L Zdeborová
Journal of Statistical Mechanics: Theory and Experiment 2017 (7), 073403, 2017
402017
Statistical and computational phase transitions in spiked tensor estimation
T Lesieur, L Miolane, M Lelarge, F Krzakala, L Zdeborová
2017 IEEE International Symposium on Information Theory (ISIT), 511-515, 2017
402017
Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering
T Lesieur, C De Bacco, J Banks, F Krzakala, C Moore, L Zdeborová
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
142016
Chemical Tuning of Carrier Type and Concentration in a Homologous Series of Crystalline Chalcogenides
T Schäfer, PM Konze, JD Huyeng, VL Deringer, T Lesieur, P Müller, ...
Chemistry of Materials 29 (16), 6749-6757, 2017
62017
2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton).
T Lesieur, F Krzakala, L Zdeborov
MMSE of probabilistic low-rank matrix estimation: Universality with respect …, 2015
62015
Factorisation matricielle et tensorielle par une approche issue de la physique statistique
T Lesieur
Paris Saclay, 2017
2017
Matricial and tensorial factorisation using tools coming from statistical physics
T Lesieur
2017
Theoretical Limits of Streaming Inference and Mini-Batch Message-Passing Algorithms
A Manoel, EW Tramel, T Lesieur, L Zdeborová, F Krzakala
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Articles 1–11