Concepedia

Petros Drineas

PD

101

Publications

10K

Citations

47

H-Index

1999

Active since

Affiliations

Rensselaer Polytechnic Institute(Current)

Yale University

Democritus University of Thrace

IBM (United States)

Stanford University

Petros Drineas is an author at Rensselaer Polytechnic Institute specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceApproximation TheoryComputational ComplexityStatisticsComputer EngineeringMachine LearningKnowledge DiscoveryData Mining

Publications per year

1999–2022

101

Publications

101

CUR matrix decompositions for improved data analysis

Michael W. Mahoney, Petros Drineas · Proceedings of the National Academy of Sciences · 2009 · 795 citations · Full text

On the Nyström Method for Approximating a Gram Matrix for Improved Kernel-Based Learning

Petros Drineas, Michael W. Mahoney · 2005 · 751 citations

Fast Monte Carlo Algorithms for Matrices II: Computing a Low-Rank Approximation to a Matrix

Petros Drineas, Ravi Kannan, Michael W. Mahoney · SIAM Journal on Computing · 2006 · 556 citations

Numerical Analysis, Mathematical Programming, Engineering +16

Fast Monte Carlo Algorithms for Matrices I: Approximating Matrix Multiplication

Petros Drineas, Ravi Kannan, Michael W. Mahoney · SIAM Journal on Computing · 2006 · 501 citations

Mathematical Programming, Engineering, Matrix Multiplication +17

Clustering Large Graphs via the Singular Value Decomposition

Petros Drineas, Alan Frieze, Ravi Kannan et al. · Machine Learning · 2004 · 475 citations · Full text

Cluster Computing, Graph Sparsity, Engineering +9

Rows per page

1–5 of 101