Cameron Musco

Cameron Musco

Massachusetts Institute of Technology - Cambridge / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1403831
person_outline Cameron Musco's MOST POPULAR ARTICLES
1-) Dimensionality reduction for k-means clustering and low rank approximationMB Cohen, S Elder, C Musco, C Musco, M PersuProceedings of the forty-seventh annual ACM symposium on Theory of computing …, 20153462015
2-) Randomized block krylov methods for stronger and faster approximate singular value decompositionC Musco, C MuscoAdvances in neural information processing systems 28, 2015251*2015
3-) Uniform sampling for matrix approximationMB Cohen, YT Lee, C Musco, C Musco, R Peng, A SidfordProceedings of the 2015 Conference on Innovations in Theoretical Computer …, 20152032015
4-) Recursive Sampling for the Nyström MethodC Musco, C MuscoarXiv preprint arXiv:1605.07583, 20162442016
5-) Random Fourier features for kernel ridge regression: Approximation bounds and statistical guaranteesH Avron, M Kapralov, C Musco, C Musco, A Velingker, A ZandiehInternational conference on machine learning, 253-262, 20171902017