Sledovat
Alireza Mousavi-Hosseini
Alireza Mousavi-Hosseini
University of Toronto
E-mailová adresa ověřena na: cs.toronto.edu - Domovská stránka
Název
Citace
Citace
Rok
Neural Networks Efficiently Learn Low-Dimensional Representations with SGD
A Mousavi-Hosseini, S Park, M Girotti, I Mitliagkas, MA Erdogdu
International Conference on Learning Representations 2023, 2022
612022
Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincar\'e Inequality
A Mousavi-Hosseini, T Farghly, Y He, K Balasubramanian, MA Erdogdu
The Thirty Sixth Annual Conference on Learning Theory, 1-35, 2023
272023
Gradient-Based Feature Learning under Structured Data
A Mousavi-Hosseini, D Wu, T Suzuki, MA Erdogdu
Thirty-seventh Conference on Neural Information Processing Systems, 2023
232023
Learning Multi-Index Models with Neural Networks via Mean-Field Langevin Dynamics
A Mousavi-Hosseini, D Wu, MA Erdogdu
arXiv preprint arXiv:2408.07254, 2024
4*2024
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach
G Wang, A Mousavi-Hosseini, L Chizat
arXiv preprint arXiv:2406.17054, 2024
12024
Robust Feature Learning for Multi-Index Models in High Dimensions
A Mousavi-Hosseini, A Javanmard, MA Erdogdu
arXiv preprint arXiv:2410.16449, 2024
2024
A Separation in Heavy-Tailed Sampling: Gaussian vs. Stable Oracles for Proximal Samplers
Y He, A Mousavi-Hosseini, K Balasubramanian, MA Erdogdu
arXiv preprint arXiv:2405.16736, 2024
2024
Systém momentálně nemůže danou operaci provést. Zkuste to znovu později.
Články 1–7