Jessica Grogan

Publications

Towards Learning High-Precision Least Squares Algorithms with Sequence Models

Jerry Liu, Jessica Grogan, Owen Dugan, Ashish Rao, Simran Arora, Atri Rudra, Chris Ré

ICLR: The Thirteenth International Conference on Learning Representations, April 2025

Poster Presentation

Paper Code

Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture

Daniel Y. Fu, Simran Arora*, Jessica Grogan*, Isys Johnson*, Sabri Eyuboglu*, Armin W. Thomas*, Benjamin F. Spector, Michael Poli, Atri Rudra, Christopher Ré

NeurIPS: 27th Conference on Neural Information Processing Systems, December 2023

Oral Presentation

Paper Code Blog Post

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

ICML: 39th International Conference on Machine Learning, July 2022

ICML Outstanding Paper Runner-up Award Outstanding Poster Award

Paper Code Poster

Blog

No blog posts yet. Check back soon for updates on my research and thoughts on theoretical computer science!

Contact

[email protected]

Office

Davis 203

Office Hours

By appointment