Alia Abbara

Alia Abbara

École Polytechnique Fédérale de Lausanne - Lausanne / Switzerland
Natural Sciences / Physics
AD Scientific Index ID: 5369554
Eidgenössische Technische Hochschule Lausanne
person_outline Alia Abbara's MOST POPULAR ARTICLES
1-) Asymptotic errors for teacher-student convex generalized linear models (or: How to prove Kabashima’s replica formula)C Gerbelot, A Abbara, F KrzakalaIEEE Transactions on Information Theory 69 (3), 1824-1852, 2022522022
2-) Asymptotic Errors for High-Dimensional Convex Penalized Linear Regression beyond Gaussian MatricesC Gerbelot, A Abbara, F KrzakalaConference on Learning Theory, 1682-1713, 202049*2020
3-) Rademacher complexity and spin glasses: A link between the replica and statistical theories of learningA Abbaras, B Aubin, F Krzakala, L ZdeborováMathematical and Scientific Machine Learning, 27-54, 2020182020
4-) On the universality of noiseless linear estimation with respect to the measurement matrixA Abbara, A Baker, F Krzakala, L ZdeborováJournal of Physics A: Mathematical and Theoretical 53 (16), 164001, 2020142020
5-) Learning performance in inverse Ising problems with sparse teacher couplingsA Abbara, Y Kabashima, T Obuchi, Y XuJournal of Statistical Mechanics: Theory and Experiment 2020 (7), 073402, 2020102020