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Michael W. Mahoney

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ZeroQ: A Novel Zero Shot Quantization Framework

Jan 01, 2020
Yaohui Cai, Zhewei Yao, Zhen Dong, Amir Gholami, Michael W. Mahoney, Kurt Keutzer

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LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data

Dec 26, 2019
Ali Eshragh, Fred Roosta, Asef Nazari, Michael W. Mahoney

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Exact expressions for double descent and implicit regularization via surrogate random design

Dec 10, 2019
Michał Dereziński, Feynman Liang, Michael W. Mahoney

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HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks

Nov 10, 2019
Zhen Dong, Zhewei Yao, Yaohui Cai, Daiyaan Arfeen, Amir Gholami, Michael W. Mahoney, Kurt Keutzer

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Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings

Sep 29, 2019
Keith Levin, Fred Roosta, Minh Tang, Michael W. Mahoney, Carey E. Priebe

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Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT

Sep 25, 2019
Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer

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On Linear Convergence of Weighted Kernel Herding

Jul 19, 2019
Rajiv Khanna, Michael W. Mahoney

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Statistical guarantees for local graph clustering

Jun 11, 2019
Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney

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