Shallow neural networks for fluid flow reconstruction with limited sensors
Erichson, N. Benjamin, Mathelin, Lionel, Yao, Zhewei, Brunton, Steven L., Mahoney, Michael W., Kutz, J. Nathan
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
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Journal Article
CUR matrix decompositions for improved data analysis
Mahoney, Michael W, Drineas, Petros
Published in Proceedings of the National Academy of Sciences - PNAS (20.01.2009)
Published in Proceedings of the National Academy of Sciences - PNAS (20.01.2009)
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Journal Article
ZeroQ: A Novel Zero Shot Quantization Framework
Cai, Yaohui, Yao, Zhewei, Dong, Zhen, Gholami, Amir, Mahoney, Michael W., Keutzer, Kurt
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-Precision
Dong, Zhen, Yao, Zhewei, Gholami, Amir, Mahoney, Michael, Keutzer, Kurt
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
LSRN: A PARALLEL ITERATIVE SOLVER FOR STRONGLY OVER- OR UNDERDETERMINED SYSTEMS
Meng, Xiangrui, Saunders, Michael A, Mahoney, Michael W
Published in SIAM journal on scientific computing (01.01.2014)
Published in SIAM journal on scientific computing (01.01.2014)
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Journal Article
Faster least squares approximation
Drineas, Petros, Mahoney, Michael W., Muthukrishnan, S., Sarlós, Tamás
Published in Numerische Mathematik (01.02.2011)
Published in Numerische Mathematik (01.02.2011)
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Journal Article
Group Collaborative Representation for Image Set Classification
Liu, Bo, Jing, Liping, Li, Jia, Yu, Jian, Gittens, Alex, Mahoney, Michael W.
Published in International journal of computer vision (01.02.2019)
Published in International journal of computer vision (01.02.2019)
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Journal Article
AI and Memory Wall
Gholami, Amir, Yao, Zhewei, Kim, Sehoon, Hooper, Coleman, Mahoney, Michael W., Keutzer, Kurt
Published in IEEE MICRO (01.05.2024)
Published in IEEE MICRO (01.05.2024)
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Journal Article
Variational perspective on local graph clustering
Fountoulakis, Kimon, Roosta-Khorasani, Farbod, Shun, Julian, Cheng, Xiang, Mahoney, Michael W.
Published in Mathematical programming (01.03.2019)
Published in Mathematical programming (01.03.2019)
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Journal Article
Relative-Error $CUR$ Matrix Decompositions
Drineas, Petros, Mahoney, Michael W., Muthukrishnan, S.
Published in SIAM journal on matrix analysis and applications (01.01.2008)
Published in SIAM journal on matrix analysis and applications (01.01.2008)
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Journal Article
Fast Monte Carlo Algorithms for Matrices II: Computing a Low-Rank Approximation to a Matrix
Drineas, Petros, Kannan, Ravi, Mahoney, Michael W.
Published in SIAM journal on computing (01.01.2006)
Published in SIAM journal on computing (01.01.2006)
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Journal Article
Think locally, act locally: detection of small, medium-sized, and large communities in large networks
Jeub, Lucas G S, Balachandran, Prakash, Porter, Mason A, Mucha, Peter J, Mahoney, Michael W
Published in Physical review. E, Statistical, nonlinear, and soft matter physics (01.01.2015)
Published in Physical review. E, Statistical, nonlinear, and soft matter physics (01.01.2015)
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Journal Article
Fast Monte Carlo Algorithms for Matrices I: Approximating Matrix Multiplication
Drineas, Petros, Kannan, Ravi, Mahoney, Michael W.
Published in SIAM journal on computing (01.01.2006)
Published in SIAM journal on computing (01.01.2006)
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Journal Article