Alia Abbara

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Generalized Linear Models

Top Venues

IEEE Trans. Inf. Theory

Publications

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) (2023)
Cédric Gerbelot, Alia Abbara, Florent Krzakala
Asymptotic Errors for High-Dimensional Convex Penalized Linear Regression beyond Gaussian Matrices. COLT (2020)
Cédric Gerbelot, Alia Abbara, Florent Krzakala
Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (or : How to Prove Kabashima's Replica Formula). CoRR (2020)
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)
Alia Abbara, Antoine Baker, Florent Krzakala, Lenka Zdeborová
On the Universality of Noiseless Linear Estimation with Respect to the Measurement Matrix. CoRR (2019)
Alia Abbara, Benjamin Aubin, Florent Krzakala, Lenka Zdeborová
Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning. CoRR (2019)
Alia Abbara, Yoshiyuki Kabashima, Tomoyuki Obuchi, Yingying Xu
Learning performance in inverse Ising problems with sparse teacher couplings. CoRR (2019)