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Alireza Mousavi-Hosseini
Alireza Mousavi-Hosseini
在 cs.toronto.edu 的电子邮件经过验证 - 首页
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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
442022
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
172023
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
162023
The interplay between distribution parameters and the accuracy-robustness tradeoff in classification
AM Hosseini, AM Abouei, MH Rohban
arXiv preprint arXiv:2107.00247, 2021
12021
Mean-Field Langevin Dynamics for Signed Measures via a Bilevel Approach
G Wang, A Mousavi-Hosseini, L Chizat
arXiv preprint arXiv:2406.17054, 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
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