I'm a computer science Ph.D. student at The State University of New York at Buffalo. My advisor is Atri Rudra.
Interested in systems programming and linear algebra with applications in machine learning.
Email address: email@example.com
Monarch: Expressive Structured Matrices for Efficient and Accurate Training
Tri Dao, Beidi Chen, Nimit Sohoni, Arjun Desai, Michael Poli, Jessica Grogan, Alexander Liu, Aniruddh Rao, Atri Rudra, Christopher Ré.
In ICML: 39th International Conference on Machine Learning, July 2022. Outstanding Paper Runner-up
[Paper] [Code] [Poster] Outstanding Poster Award at the EfficientML Bay Area meetup