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Petros Drineas
AD Scientific Index 2024
Engineering & Technology / Computer Science
Purdue University - West Lafayette / United States
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Petros Drineas's MOST POPULAR ARTICLES
1-)
On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning.P Drineas, MW Mahoney, N Cristianinijournal of machine learning research 6 (12), 200510292005
2-)
CUR matrix decompositions for improved data analysisMW Mahoney, P DrineasProceedings of the National Academy of Sciences 106 (3), 697-702, 20098122009
3-)
Clustering large graphs via the singular value decompositionP Drineas, A Frieze, R Kannan, S Vempala, V VinayMachine learning 56 (1), 9-33, 20046542004
4-)
Fast Monte Carlo algorithms for matrices II: Computing a low-rank approximation to a matrixP Drineas, R Kannan, MW MahoneySIAM Journal on computing 36 (1), 158-183, 20066852006
5-)
Fast approximation of matrix coherence and statistical leverageP Drineas, M Magdon-Ismail, MW Mahoney, DP WoodruffThe Journal of Machine Learning Research 13 (1), 3475-3506, 20125982012
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