Alireza Mousavi Hosseini

According to our database, Alireza Mousavi Hosseini authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Learning Multi-Index Models with Neural Networks via Mean-Field Langevin Dynamics.

Alireza Mousavi Hosseini, Denny Wu, Murat A. Erdogdu

CoRR, 2024

2023

Gradient-Based Feature Learning under Structured Data.

Alireza Mousavi Hosseini, Denny Wu, Taiji Suzuki, Murat A. Erdogdu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural Networks Efficiently Learn Low-Dimensional Representations with SGD.

Alireza Mousavi Hosseini, Sejun Park, Manuela Girotti, Ioannis Mitliagkas, Murat A. Erdogdu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality.

Alireza Mousavi Hosseini, Tyler K. Farghly, Ye He, Krishna Balasubramanian, Murat A. Erdogdu

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2021

The Interplay between Distribution Parameters and the Accuracy-Robustness Tradeoff in Classification.

Alireza Mousavi Hosseini, Amir Mohammad Abouei, Mohammad Hossein Rohban

CoRR, 2021