Grogan, Jessica

5 publications

ICLR 2025 Towards Learning High-Precision Least Squares Algorithms with Sequence Models Jerry Weihong Liu, Jessica Grogan, Owen M Dugan, Ashish Rao, Simran Arora, Atri Rudra, Christopher Re

ICMLW 2024 Can Transformers Solve Least Squares to High Precision? Jerry Weihong Liu, Jessica Grogan, Owen M Dugan, Simran Arora, Atri Rudra, Christopher Re

ICMLW 2024 Can Transformers Solve Least Squares to High Precision? Jerry Weihong Liu, Jessica Grogan, Owen M Dugan, Simran Arora, Atri Rudra, Christopher Re

NeurIPS 2023 Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture Dan Fu, Simran Arora, Jessica Grogan, Isys Johnson, Evan Sabri Eyuboglu, Armin Thomas, Benjamin Spector, Michael Poli, Atri Rudra, Christopher Ré

ICML 2022 Monarch: Expressive Structured Matrices for Efficient and Accurate Training Tri Dao, Beidi Chen, Nimit S Sohoni, Arjun Desai, Michael Poli, Jessica Grogan, Alexander Liu, Aniruddh Rao, Atri Rudra, Christopher Re