| Rigorous dynamical mean-field theory for stochastic gradient descent methods C Gerbelot, E Troiani, F Mignacco, F Krzakala, L Zdeborova SIAM Journal on Mathematics of Data Science 6 (2), 400-427, 2024 | 24 | 2024 |
| Optimal denoising of rotationally invariant rectangular matrices E Troiani, V Erba, F Krzakala, A Maillard, L Zdeborová Mathematical and Scientific Machine Learning 190, 97--112, 2022 | 17 | 2022 |
| The benefits of reusing batches for gradient descent in two-layer networks: Breaking the curse of information and leap exponents Y Dandi, E Troiani, L Arnaboldi, L Pesce, L Zdeborová, F Krzakala arXiv preprint arXiv:2402.03220, 2024 | 13 | 2024 |
| Gibbs sampling the posterior of neural networks G Piccioli, E Troiani, L Zdeborová Journal of Physics A: Mathematical and Theoretical 57 (12), 125002, 2024 | 2 | 2024 |
| Stuttering Conway Sequences Are Still Conway Sequences É Brier, R Géraud-Stewart, D Naccache, A Pacco, E Troiani arXiv preprint arXiv:2006.06837, 2020 | 2 | 2020 |
| Asymptotic Characterisation of the Performance of Robust Linear Regression in the Presence of Outliers M Vilucchio, E Troiani, V Erba, F Krzakala International Conference on Artificial Intelligence and Statistics, 811-819, 2024 | 1* | 2024 |
| Sparse Representations, Inference and Learning C Lauditi, E Troiani, M Mézard arXiv preprint arXiv:2306.16097, 2023 | 1 | 2023 |
| Could ChatGPT get an Engineering Degree? Evaluating Higher Education Vulnerability to AI Assistants B Borges, N Foroutan, D Bayazit, A Sotnikova, S Montariol, T Nazaretzky, ... arXiv preprint arXiv:2408.11841, 2024 | | 2024 |
| Bayes-optimal learning of an extensive-width neural network from quadratically many samples A Maillard, E Troiani, S Martin, F Krzakala, L Zdeborová arXiv preprint arXiv:2408.03733, 2024 | | 2024 |
| Fundamental limits of weak learnability in high-dimensional multi-index models E Troiani, Y Dandi, L Defilippis, L Zdeborová, B Loureiro, F Krzakala arXiv preprint arXiv:2405.15480, 2024 | | 2024 |
| The Look-and-Say The Biggest Sequence Eventually Cycles É Brier, R Géraud-Stewart, D Naccache, A Pacco, E Troiani arXiv preprint arXiv:2006.07246, 2020 | | 2020 |
