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Alia Abbara
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2020 – today
- 2023
- [j1]Cédric Gerbelot, Alia Abbara, Florent Krzakala:
Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (Or: How to Prove Kabashima's Replica Formula). IEEE Trans. Inf. Theory 69(3): 1824-1852 (2023) - 2020
- [c2]Cédric Gerbelot, Alia Abbara, Florent Krzakala:
Asymptotic Errors for High-Dimensional Convex Penalized Linear Regression beyond Gaussian Matrices. COLT 2020: 1682-1713 - [c1]Alia Abbara, Benjamin Aubin, Florent Krzakala, Lenka Zdeborová:
Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning. MSML 2020: 27-54 - [i4]Cédric Gerbelot, Alia Abbara, Florent Krzakala:
Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (or : How to Prove Kabashima's Replica Formula). CoRR abs/2006.06581 (2020)
2010 – 2019
- 2019
- [i3]Alia Abbara, Antoine Baker, Florent Krzakala, Lenka Zdeborová:
On the Universality of Noiseless Linear Estimation with Respect to the Measurement Matrix. CoRR abs/1906.04735 (2019) - [i2]Alia Abbara, Benjamin Aubin, Florent Krzakala, Lenka Zdeborová:
Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning. CoRR abs/1912.02729 (2019) - [i1]Alia Abbara, Yoshiyuki Kabashima, Tomoyuki Obuchi, Yingying Xu:
Learning performance in inverse Ising problems with sparse teacher couplings. CoRR abs/1912.11591 (2019)
Coauthor Index
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