Concepedia

Christopher Musco

CM

22

Publications

1.1K

Citations

16

H-Index

2014

Active since

Affiliations

Massachusetts Institute of Technology(Current)

New York University

Tel Aviv University

École Polytechnique Fédérale de Lausanne

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

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningApproximation TheoryStatisticsPattern RecognitionStatistical InferenceDimensionality ReductionGraph Theory

Publications per year

2014–2022

22

Publications

22

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

Analyzing the Impact of Filter Bubbles on Social Network Polarization

Uthsav Chitra, Christopher Musco · 2020 · 116 citations

Opinion Aggregation, Social Influence, Public Opinion +21

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

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