| 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 29, 424-432, 2016 | 164* | 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 | 75 | 2015 |
| 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 | 70 | 2017 |
| 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 | 68 | 2017 |
| Phase transitions in sparse PCA T Lesieur, F Krzakala, L Zdeborová 2015 IEEE International Symposium on Information Theory (ISIT), 1635-1639, 2015 | 60 | 2015 |
| 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 | 18 | 2016 |
| 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 | 9 | 2017 |
| 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 | 6 | 2015 |
| Adversarial training for predictive tasks: theoretical analysis and limitations in the deterministic case T Lesieur, J Messud, I Hammoud, H Peng, C Lacombe, P Jeunesse arXiv preprint arXiv:2011.00835, 2020 | | 2020 |
| 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 | | |
Florent KrzakalaÉcole polytechnique fédérale de LausanneVerified email at epfl.ch
