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Christopher Musco
Christopher Musco
Assistant Professor, New York University
Bestätigte E-Mail-Adresse bei nyu.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
4252015
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition
C Musco, C Musco
Advances in Neural Information Processing Systems, 2015, 2015
3462015
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
2522015
Recursive Sampling for the Nyström Method
C Musco, C Musco
Advances in Neural Information Processing Systems, 2017, 2017
2372017
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
1842017
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
175*2020
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
175*2017
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
1692014
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
1512018
Hutch++: Optimal Stochastic Trace Estimation
RA Meyer, C Musco, C Musco, DP Woodruff
Symposium on Simplicity in Algorithms (SOSA), 142-155, 2021
1172021
Near Optimal Linear Algebra in the Online and Sliding Window Models
V Braverman, P Drineas, C Musco, C Musco, J Upadhyay, DP Woodruff, ...
2020 IEEE 61st Annual Symposium on Foundations of Computer Science (FOCS …, 2020
602020
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
582018
Correlation Sketches for Approximate Join-correlation Queries
A Santos, A Bessa, F Chirigati, C Musco, J Freire
Proceedings of the 2021 International Conference on Management of Data, 1531 …, 2021
422021
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
392019
Principal Component Projection without Principal Component Analysis
R Frostig, C Musco, C Musco, A Sidford
International Conference on Machine Learning, 2016, 2016
372016
Active Linear Regression for ℓp Norms and Beyond
C Musco, C Musco, DP Woodruff, T Yasuda
2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS …, 2022
31*2022
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
30*2020
A Sketch-based Index for Correlated Dataset Search
A Santos, A Bessa, C Musco, J Freire
262022
Principled Sampling for Anomaly Detection
B Juba, C Musco, F Long, S Sidiroglou-Douskos, MC Rinard
Network and Distributed System Security (NDSS) 2015, 2015
252015
Sublinear Time Spectral Density Estimation
V Braverman, A Krishnan, C Musco
Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022
22*2022
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