Jeremy R. Bernstein

Fine-Grained System Identification of Nonlinear Neural Circuits

James Gornet, Markus Meister, Yisong Yue, 2021, KDD.

signSGD: compressed optimisation for non-convex problems

Kamyar Azizzadenesheli, Anima Anandkumar, Yu-Xiang Wang, 2018, ICML.

Stochastic Activation Pruning for Robust Adversarial Defense pdf

Kamyar Azizzadenesheli, Anima Anandkumar, Jean Kossaifi, 2018, ICLR.

signSGD with Majority Vote is Communication Efficient and Fault Tolerant

Kamyar Azizzadenesheli, Anima Anandkumar, Jiawei Zhao, 2018, ICLR.

TOCHASTIC ACTIVATION PRUNING FOR ROBUST ADVERSARIAL DEFENSE

Guneet Singh Dhillon, Jeremy Bernstein, K. Azizzadenesheli, 2018 .

Learning compositional functions via multiplicative weight updates

Yisong Yue, Anima Anandkumar, M. Meister, 2020, NeurIPS.