Sohoni, Nimit

5 publications

AISTATS 2020 Ivy: Instrumental Variable Synthesis for Causal Inference Zhaobin Kuang, Frederic Sala, Nimit Sohoni, Sen Wu, Aldo Córdova-Palomera, Jared Dunnmon, James Priest, Christopher Re

ICLR 2020 Kaleidoscope: An Efficient, Learnable Representation for All Structured Linear Maps Tri Dao, Nimit Sohoni, Albert Gu, Matthew Eichhorn, Amit Blonder, Megan Leszczynski, Atri Rudra, Christopher Ré

COLT 2020 Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond Oliver Hinder, Aaron Sidford, Nimit Sohoni

NeurIPS 2020 No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems Nimit Sohoni, Jared Dunnmon, Geoffrey Angus, Albert Gu, Christopher Ré

AAAI 2018 DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey H. Tison, Gregory M. Marcus, Jose M. Sanchez, Carol Maguire, Jeffrey E. Olgin, Mark J. Pletcher