Nimit Sharad Sohoni

20 papers A* 7A 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Llamba: Scaling Distilled Recurrent Models for Efficient Language Processing.
CoRR
Aviv Bick, Tobias Katsch, Nimit Sharad Sohoni, Arjun Desai, Albert Gu
2022 J jnl
BARACK: Partially Supervised Group Robustness With Guarantees.
CoRR
Nimit Sharad Sohoni, Maziar Sanjabi, Nicolas Ballas, Aditya Grover, Shaoliang Nie, Hamed Firooz, Christopher Ré
2022 J jnl
Correct-N-Contrast: A Contrastive Approach for Improving Robustness to Spurious Correlations.
CoRR
Michael Zhang, Nimit Sharad Sohoni, Hongyang R. Zhang, Chelsea Finn, Christopher Ré
2022 A* conf
Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations.
ICML
Michael Zhang, Nimit Sharad Sohoni, Hongyang R. Zhang, Chelsea Finn, Christopher Ré
2022 A* conf
Monarch: Expressive Structured Matrices for Efficient and Accurate Training.
ICML
Tri Dao, Beidi Chen, Nimit Sharad Sohoni, Arjun D. Desai, Michael Poli, Jessica Grogan, Alexander Liu, Aniruddh Rao, Atri Rudra, Christopher Ré
2022 J jnl
Monarch: Expressive Structured Matrices for Efficient and Accurate Training.
CoRR
Tri Dao, Beidi Chen, Nimit Sharad Sohoni, Arjun D. Desai, Michael Poli, Jessica Grogan, Alexander Liu, Aniruddh Rao, Atri Rudra, Christopher Ré
2021 A* conf
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories.
ICCV
Fait Poms, Vishnu Sarukkai, Ravi Teja Mullapudi, Nimit Sharad Sohoni, William R. Mark, Deva Ramanan, Kayvon Fatahalian
2021 J jnl
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories.
CoRR
Fait Poms, Vishnu Sarukkai, Ravi Teja Mullapudi, Nimit Sharad Sohoni, William R. Mark, Deva Ramanan, Kayvon Fatahalian
2021 A* conf
Mandoline: Model Evaluation under Distribution Shift.
ICML
Mayee F. Chen, Karan Goel, Nimit Sharad Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Ré
2021 J jnl
Mandoline: Model Evaluation under Distribution Shift.
CoRR
Mayee F. Chen, Karan Goel, Nimit Sharad Sohoni, Fait Poms, Kayvon Fatahalian, Christopher Ré
2021 — conf
Observational Supervision for Medical Image Classification Using Gaze Data.
MICCAI (2)
Khaled Saab, Sarah M. Hooper, Nimit Sharad Sohoni, Jupinder Parmar, Brian Pogatchnik, Sen Wu, Jared A. Dunnmon, Hongyang R. Zhang, Daniel L. Rubin, Christopher Ré
2020 A conf
Ivy: Instrumental Variable Synthesis for Causal Inference.
AISTATS
Zhaobin Kuang, Frederic Sala, Nimit Sharad Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Ré
2020 J jnl
Ivy: Instrumental Variable Synthesis for Causal Inference.
CoRR
Zhaobin Kuang, Frederic Sala, Nimit Sharad Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Ré
2020 A* conf
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps.
ICLR
Tri Dao, Nimit Sharad Sohoni, Albert Gu, Matthew Eichhorn, Amit Blonder, Megan Leszczynski, Atri Rudra, Christopher Ré
2020 J jnl
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps.
CoRR
Tri Dao, Nimit Sharad Sohoni, Albert Gu, Matthew Eichhorn, Amit Blonder, Megan Leszczynski, Atri Rudra, Christopher Ré
2020 A* conf
Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond.
COLT
Oliver Hinder, Aaron Sidford, Nimit Sharad Sohoni
2020 A* conf
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems.
NeurIPS
Nimit Sharad Sohoni, Jared Dunnmon, Geoffrey Angus, Albert Gu, Christopher Ré
2020 J jnl
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems.
CoRR
Nimit Sharad Sohoni, Jared A. Dunnmon, Geoffrey Angus, Albert Gu, Christopher Ré
2019 J jnl
Low-Memory Neural Network Training: A Technical Report.
CoRR
Nimit Sharad Sohoni, Christopher Richard Aberger, Megan Leszczynski, Jian Zhang, Christopher Ré
2019 J jnl
Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond.
CoRR
Oliver Hinder, Aaron Sidford, Nimit Sharad Sohoni