Sohoni, Nimit S.

4 publications

ICML 2022 Correct-N-Contrast: A Contrastive Approach for Improving Robustness to Spurious Correlations Michael Zhang, Nimit S Sohoni, Hongyang R Zhang, Chelsea Finn, Christopher Re

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

ICCV 2021 Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories Fait Poms, Vishnu Sarukkai, Ravi Teja Mullapudi, Nimit S. Sohoni, William R. Mark, Deva Ramanan, Kayvon Fatahalian

ICML 2021 Mandoline: Model Evaluation Under Distribution Shift Mayee Chen, Karan Goel, Nimit S Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Re