Asymptotic errors for teacher-student convex generalized linear models (or: How to prove Kabashima’s replica formula) C Gerbelot, A Abbara, F Krzakala IEEE Transactions on Information Theory 69 (3), 1824-1852, 2022 | 52 | 2022 |
Asymptotic Errors for High-Dimensional Convex Penalized Linear Regression beyond Gaussian Matrices C Gerbelot, A Abbara, F Krzakala Conference on Learning Theory, 1682-1713, 2020 | 49* | 2020 |
Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning A Abbaras, B Aubin, F Krzakala, L Zdeborová Mathematical and Scientific Machine Learning, 27-54, 2020 | 18 | 2020 |
On the universality of noiseless linear estimation with respect to the measurement matrix A Abbara, A Baker, F Krzakala, L Zdeborová Journal of Physics A: Mathematical and Theoretical 53 (16), 164001, 2020 | 13 | 2020 |
Learning performance in inverse Ising problems with sparse teacher couplings A Abbara, Y Kabashima, T Obuchi, Y Xu Journal of Statistical Mechanics: Theory and Experiment 2020 (7), 073402, 2020 | 10 | 2020 |
Frequent asymmetric migrations suppress natural selection in spatially structured populations A Abbara, AF Bitbol Cold Spring Harbor Laboratory, 2023 | 4 | 2023 |
Evolution of cooperation in deme-structured populations on graphs A Moawad, A Abbara, AF Bitbol Physical Review E 109 (2), 024307, 2024 | 1 | 2024 |
Impact of phylogeny on the inference of functional sectors from protein sequence data N Dietler, A Abbara, S Choudhury, AF Bitbol bioRxiv, 2024.04. 22.590511, 2024 | | 2024 |
Mutant fate in spatially structured populations on graphs: connecting models to experiments A Abbara, L Pagani, C Garcia-Pareja, AF Bitbol bioRxiv, 2024.02. 06.579097, 2024 | | 2024 |
Statistical mechanics of inference problems with correlated patterns: an incursion between the replica method and message passing algorithms A Abbara Université Paris sciences et lettres, 2020 | | 2020 |