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Alia Abbara
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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
472022
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
45*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
182020
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
122020
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
72020
Frequent asymmetric migrations suppress natural selection in spatially structured populations
A Abbara, AF Bitbol
Cold Spring Harbor Laboratory, 2023
42023
Evolution of cooperation in deme-structured populations on graphs
A Moawad, A Abbara, AF Bitbol
Physical Review E 109 (2), 024307, 2024
12024
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
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Articles 1–9