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A Loss Curvature Perspective on Training Instability in Deep Learning

Oct 08, 2021
Justin Gilmer, Behrooz Ghorbani, Ankush Garg, Sneha Kudugunta, Behnam Neyshabur, David Cardoze, George Dahl, Zachary Nado, Orhan Firat

* 20 pages, 16 figures 

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Efficient and Private Federated Learning with Partially Trainable Networks

Oct 06, 2021
Hakim Sidahmed, Zheng Xu, Ankush Garg, Yuan Cao, Mingqing Chen

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Echo State Speech Recognition

Feb 18, 2021
Harsh Shrivastava, Ankush Garg, Yuan Cao, Yu Zhang, Tara Sainath

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The geometry of integration in text classification RNNs

Oct 28, 2020
Kyle Aitken, Vinay V. Ramasesh, Ankush Garg, Yuan Cao, David Sussillo, Niru Maheswaranathan

* 9+19 pages, 30 figures 

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Echo State Neural Machine Translation

Feb 27, 2020
Ankush Garg, Yuan Cao, Qi Ge

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Machine Translation: A Literature Review

Dec 28, 2018
Ankush Garg, Mayank Agarwal

* 17 pages, 3 figures. arXiv admin note: text overlap with arXiv:1409.0473, arXiv:1508.04025, arXiv:1410.8206 by other authors 

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