Concepedia

Cameron Musco

CM

25

Publications

1K

Citations

15

H-Index

2014

Active since

Affiliations

Massachusetts Institute of Technology(Current)

University of Massachusetts Amherst

Microsoft Research (United Kingdom)

Tel Aviv University

École Polytechnique Fédérale de Lausanne

Cameron Musco is an author at Massachusetts Institute of Technology specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceApproximation TheoryMachine LearningStatistical InferenceStatisticsPattern RecognitionDimensionality ReductionGraph Theory

Publications per year

2014–2023

25

Publications

25

Dimensionality Reduction for k-Means Clustering and Low Rank Approximation

Michael B. Cohen, Sam Elder, Cameron Musco et al. · 2015 · 289 citations

Engineering, Machine Learning, Data Science +12

Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition

Cameron Musco, Christopher Musco · arXiv (Cornell University) · 2015 · 93 citations · Full text

Recursive Sampling for the Nyström Method

Cameron Musco, Christopher Musco · arXiv (Cornell University) · 2017 · 83 citations · Full text

Spectral Theory, Accurate Kernel Approximations, Engineering +17

Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees

Haim Avron, Michael Kapralov, Cameron Musco et al. · International Conference on Machine Learning · 2017 · 67 citations

Approximation Bounds, Engineering, Machine Learning +14

Input sparsity time low-rank approximation via ridge leverage score sampling

Michael B. Cohen, Cameron Musco, Christopher Musco · Symposium on Discrete Algorithms · 2017 · 64 citations

Mathematical Programming, Engineering, Data Science +16

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