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Daniel Bates
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Fast Neural Network based Solving of Partial Differential Equations


May 27, 2022
Jaroslaw Rzepecki, Daniel Bates, Chris Doran

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Learned Low Precision Graph Neural Networks


Sep 19, 2020
Yiren Zhao, Duo Wang, Daniel Bates, Robert Mullins, Mateja Jamnik, Pietro Lio

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Sponge Examples: Energy-Latency Attacks on Neural Networks


Jun 05, 2020
Ilia Shumailov, Yiren Zhao, Daniel Bates, Nicolas Papernot, Robert Mullins, Ross Anderson

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Efficient and Effective Quantization for Sparse DNNs


Mar 07, 2019
Yiren Zhao, Xitong Gao, Daniel Bates, Robert Mullins, Cheng-Zhong Xu

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* Better size/accuracy trade-off of compressed sparse models with focused quantization. 10 pages, 5 figures, 4 tables 
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