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Fine-Grained System Identification of Nonlinear Neural Circuits


Jun 09, 2021
Dawna Bagherian, James Gornet, Jeremy Bernstein, Yu-Li Ni, Yisong Yue, Markus Meister

* Preprint. 11 pages, 8 figures. Accepted Research Track paper to appear at KDD '21, August 14-18, Virtual Event, Singapore 

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Computing the Information Content of Trained Neural Networks


Mar 01, 2021
Jeremy Bernstein, Yisong Yue


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Learning by Turning: Neural Architecture Aware Optimisation


Feb 14, 2021
Yang Liu, Jeremy Bernstein, Markus Meister, Yisong Yue


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Learning compositional functions via multiplicative weight updates


Jun 25, 2020
Jeremy Bernstein, Jiawei Zhao, Markus Meister, Ming-Yu Liu, Anima Anandkumar, Yisong Yue


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On the distance between two neural networks and the stability of learning


Feb 09, 2020
Jeremy Bernstein, Arash Vahdat, Yisong Yue, Ming-Yu Liu


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signSGD with Majority Vote is Communication Efficient And Byzantine Fault Tolerant


Oct 19, 2018
Jeremy Bernstein, Jiawei Zhao, Kamyar Azizzadenesheli, Anima Anandkumar


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signSGD: Compressed Optimisation for Non-Convex Problems


Aug 07, 2018
Jeremy Bernstein, Yu-Xiang Wang, Kamyar Azizzadenesheli, Anima Anandkumar


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Stochastic Activation Pruning for Robust Adversarial Defense


Mar 05, 2018
Guneet S. Dhillon, Kamyar Azizzadenesheli, Zachary C. Lipton, Jeremy Bernstein, Jean Kossaifi, Aran Khanna, Anima Anandkumar

* ICLR 2018 

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