Christopher Musco
Christopher Musco
Assistant Professor, New York University
Verifierad e-postadress på nyu.edu - Startsida
TitelCiteras avÅr
Dimensionality Reduction for k-means Clustering and Low-rank Approximation
MB Cohen, S Elder, C Musco, C Musco, M Persu
Proceedings of the forty-seventh annual ACM symposium on Theory of computing …, 2015
1902015
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition
C Musco, C Musco
Advances in Neural Information Processing Systems, 2015, 2015
119*2015
Uniform Sampling for Matrix Approximation
MB Cohen, YT Lee, C Musco, C Musco, R Peng, A Sidford
Proceedings of the 2015 Conference on Innovations in Theoretical Computer …, 2015
1132015
Single Pass Spectral Sparsification in Dynamic Streams
M Kapralov, YT Lee, C Musco, C Musco, A Sidford
Foundations of Computer Science (FOCS), 2014 IEEE 55th Annual Symposium on …, 2014
962014
Recursive Sampling for the Nyström Method
C Musco, C Musco
Advances in Neural Information Processing Systems, 2017, 2017
672017
Input Sparsity Time Low-rank Approximation via Ridge Leverage Score Sampling
MB Cohen, C Musco, C Musco
Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete …, 2017
55*2017
Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees
H Avron, M Kapralov, C Musco, C Musco, A Velingker, A Zandieh
International Conference on Machine Learning, 2017, 2017
392017
Principal Component Projection without Principal Component Analysis
R Frostig, C Musco, C Musco, A Sidford
International Conference on Machine Learning, 2016, 2016
192016
Principled Sampling for Anomaly Detection
B Juba, C Musco, F Long, S Sidiroglou-Douskos, MC Rinard
Network and Distributed System Security (NDSS) 2015, 2015
182015
Minimizing Polarization and Disagreement in Social Networks
C Musco, C Musco, CE Tsourakakis
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 369-378, 2018
172018
Stability of the Lanczos Method for Matrix Function Approximation
C Musco, C Musco, A Sidford
Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete …, 2018
142018
A universal sampling method for reconstructing signals with simple fourier transforms
H Avron, M Kapralov, C Musco, C Musco, A Velingker, A Zandieh
Proceedings of the 51st Annual ACM SIGACT Symposium on Theory of Computing …, 2019
92019
Eigenvector computation and community detection in asynchronous gossip models
F Mallmann-Trenn, C Musco, C Musco
arXiv preprint arXiv:1804.08548, 2018
32018
Analyzing the Impact of Filter Bubbles on Social Network Polarization
U Chitra, C Musco
Proceedings of the 13th International Conference on Web Search and Data …, 2020
2*2020
Fast and Space Efficient Spectral Sparsification in Dynamic Streams
M Kapralov, A Mousavifar, C Musco, C Musco, N Nouri, A Sidford, ...
Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete …, 2020
12020
Sample Efficient Toeplitz Covariance Estimation
YC Eldar, J Li, C Musco, C Musco
Proceedings of the Fourteenth Annual ACM-SIAM Symposium on Discrete …, 2020
12020
Low-rank approximation from communication complexity
C Musco, C Musco, DP Woodruff
arXiv preprint arXiv:1904.09841, 2019
12019
Faster Spectral Sparsification in Dynamic Streams
M Kapralov, A Mousavifar, C Musco, C Musco, N Nouri
arXiv preprint arXiv:1903.12165, 2019
12019
Inferring networks from random walk-based node similarities
J Hoskins, C Musco, C Musco, B Tsourakakis
Advances in Neural Information Processing Systems, 3704-3715, 2018
1*2018
Faster Linear Algebra for Data Analysis and Machine Learning
CP Musco
Massachusetts Institute of Technology, 2018
12018
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Artiklar 1–20