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Shashanka Ubaru
Shashanka Ubaru
Mathematics
Matrix (mathematics)
Discrete mathematics
Low-rank approximation
Probability density function
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Sampling and multilevel coarsening algorithms for fast matrix approximations.
2017
arXiv: Numerical Analysis
Shashanka Ubaru
Yousef Saad
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Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction
2017
| Annual Conference on Neural Information Processing Systems
Kristofer Bouchard
Alejandro Bujan
Farbod Roosta-Khorasani
Shashanka Ubaru
Prabhat, Mr.
Antoine Snijders
Jian Hua Mao
Edward Chang
Michael W. Mahoney
Sharmodeep Bhattacharya
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Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction
2017
arXiv: Machine Learning
Kristofer E. Bouchard
Alejandro F. Bujan
Farbod Roosta-Khorasani
Shashanka Ubaru
Prabhat
Antoine M Snijders
Jian Hua Mao
Edward F. Chang
Michael W. Mahoney
Sharmodeep Bhattacharyya
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Fast estimation of approximate matrix ranks using spectral densities
2016
arXiv: Numerical Analysis
Shashanka Ubaru
Yousef Saad
Abd-Krim Seghouane
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Low rank approximation and decomposition of large matrices using error correcting codes
2015
arXiv: Information Theory
Shashanka Ubaru
Arya Mazumdar
Yousef Saad
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