Alia Abbara

According to our database, Alia Abbara authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (Or: How to Prove Kabashima's Replica Formula).

Cédric Gerbelot, Alia Abbara, Florent Krzakala

IEEE Trans. Inf. Theory, March, 2023

2020

Rademacher complexity and spin glasses: A link between the replica and statistical theories of learning.

Alia Abbara, Benjamin Aubin, Florent Krzakala, Lenka Zdeborová

Proceedings of Mathematical and Scientific Machine Learning, 2020

Asymptotic Errors for High-Dimensional Convex Penalized Linear Regression beyond Gaussian Matrices.

Cédric Gerbelot, Alia Abbara, Florent Krzakala

Proceedings of the Conference on Learning Theory, 2020

2019

Learning performance in inverse Ising problems with sparse teacher couplings.

Alia Abbara, Yoshiyuki Kabashima, Tomoyuki Obuchi, Yingying Xu

CoRR, 2019

On the Universality of Noiseless Linear Estimation with Respect to the Measurement Matrix.

Alia Abbara, Antoine Baker, Florent Krzakala, Lenka Zdeborová

CoRR, 2019