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Nimit Sharad Sohoni
Nimit Sharad Sohoni
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Title
Cited by
Cited by
Year
Passive detection of atrial fibrillation using a commercially available smartwatch
GH Tison, JM Sanchez, B Ballinger, A Singh, JE Olgin, MJ Pletcher, ...
JAMA cardiology 3 (5), 409-416, 2018
4552018
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
N Sohoni, J Dunnmon, G Angus, A Gu, C Ré
34th Conference on Neural Information Processing Systems, 2020
1912020
DeepHeart: semi-supervised sequence learning for cardiovascular risk prediction
B Ballinger, J Hsieh, A Singh, N Sohoni, J Wang, GH Tison, GM Marcus, ...
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
1722018
Correct-N-Contrast: A Contrastive Approach for Improving Robustness to Spurious Correlations
M Zhang, NS Sohoni, HR Zhang, C Finn, C Ré
arXiv preprint arXiv:2203.01517, 2022
1012022
Low-Memory Neural Network Training: A Technical Report
NS Sohoni, CR Aberger, M Leszczynski, J Zhang, C Ré
arXiv preprint arXiv:1904.10631, 2019
952019
Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond
O Hinder, A Sidford, NS Sohoni
33rd Annual Conference on Learning Theory, 2019
752019
Mandoline: Model Evaluation under Distribution Shift
M Chen, K Goel, NS Sohoni, F Poms, K Fatahalian, C Ré
International Conference on Machine Learning, 1617-1629, 2021
602021
Monarch: Expressive structured matrices for efficient and accurate training
T Dao, B Chen, NS Sohoni, A Desai, M Poli, J Grogan, A Liu, A Rao, ...
International Conference on Machine Learning, 4690-4721, 2022
532022
Kaleidoscope: An Efficient, Learnable Representation For All Structured Linear Maps
T Dao, N Sohoni, A Gu, M Eichhorn, A Blonder, M Leszczynski, A Rudra, ...
Eighth International Conference on Learning Representations, 2020
472020
Ivy: Instrumental Variable Synthesis for Causal Inference
Z Kuang, F Sala, N Sohoni, S Wu, A Córdova-Palomera, J Dunnmon, ...
23rd International Conference on Artificial Intelligence and Statistics, 2020
262020
Observational supervision for medical image classification using gaze data
K Saab, SM Hooper, NS Sohoni, J Parmar, B Pogatchnik, S Wu, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2021
242021
BARACK: Partially Supervised Group Robustness With Guarantees
N Sohoni, M Sanjabi, N Ballas, A Grover, S Nie, H Firooz, C Ré
arXiv preprint arXiv:2201.00072, 2021
182021
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories
F Poms, V Sarukkai, RT Mullapudi, NS Sohoni, WR Mark, D Ramanan, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
72021
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