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Christopher Musco
Christopher Musco
Assistant Professor, New York University
Verificeret mail på nyu.edu - Startside
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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
4462015
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition
C Musco, C Musco
Advances in Neural Information Processing Systems, 2015, 2015
3652015
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
2612015
Recursive Sampling for the Nyström Method
C Musco, C Musco
Advances in Neural Information Processing Systems, 2017, 2017
2522017
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
207*2020
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
1952017
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
186*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
1752014
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
1722018
Hutch++: Optimal Stochastic Trace Estimation
RA Meyer, C Musco, C Musco, DP Woodruff
Symposium on Simplicity in Algorithms (SOSA), 142-155, 2021
1312021
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
652020
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
652018
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
502021
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
422019
Principal Component Projection without Principal Component Analysis
R Frostig, C Musco, C Musco, A Sidford
International Conference on Machine Learning, 2016, 2016
382016
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
36*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
36*2020
A Sketch-based Index for Correlated Dataset Search
A Santos, A Bessa, C Musco, J Freire
302022
Sublinear Time Spectral Density Estimation
V Braverman, A Krishnan, C Musco
Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022
27*2022
Public transport planning: When transit network connectivity meets commuting demand
S Wang, Y Sun, C Musco, Z Bao
Proceedings of the 2021 International Conference on Management of Data, 1906 …, 2021
272021
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Artikler 1–20