Christopher Musco

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	Toate	Din 2020
Referințe bibliografice	3194	2466
h-index	22	21
i10-index	34	33

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Cameron MuscoAssistant Professor, University of Massachusetts AmherstAdresă de e-mail confirmată pe cs.umass.edu
Aaron SidfordStanford UniversityAdresă de e-mail confirmată pe stanford.edu
David WoodruffProfessor of Computer Science, Carnegie Mellon UniversityAdresă de e-mail confirmată pe cs.cmu.edu
Raphael Arkady MeyerPostdoc, CaltechAdresă de e-mail confirmată pe nyu.edu
Michael KapralovAssociate Professor, EPFLAdresă de e-mail confirmată pe epfl.ch
Michael B. CohenGraduate Student in Computer Science, MITAdresă de e-mail confirmată pe mit.edu
Juliana FreireNew York UniversityAdresă de e-mail confirmată pe nyu.edu
Yin Tat LeePaul G. Allen School of Computer Science & Engineering, University of WashingtonAdresă de e-mail confirmată pe uw.edu
Aécio SantosResearch Engineer, New York UniversityAdresă de e-mail confirmată pe nyu.edu
Charalampos E. TsourakakisBoston UniversityAdresă de e-mail confirmată pe bu.edu
Tyler ChenJPMorgan Chase & Co.Adresă de e-mail confirmată pe jpmchase.com
Haim AvronAssociate Professor, Tel Aviv UniversityAdresă de e-mail confirmată pe tauex.tau.ac.il
Ameya Velingker | अमेय वेलिंगकरResearch Scientist, Google ResearchAdresă de e-mail confirmată pe google.com
Amir ZandiehGoogle AIAdresă de e-mail confirmată pe google.com
Uthsav ChitraPostdoctoral Fellow, Eric and Wendy Schmidt Center, Broad Institute of MIT and HarvardAdresă de e-mail confirmată pe broadinstitute.org
Vladimir BravermanProfessor of Computer Science, Johns Hopkins University; Google Research; Adjunct Professor, Rice U.Adresă de e-mail confirmată pe cs.jhu.edu
Jerry LiUniversity of WashingtonAdresă de e-mail confirmată pe cs.washington.edu
Aline BessaNew York UniversityAdresă de e-mail confirmată pe nyu.edu
Samson ZhouTexas A&M UniversityAdresă de e-mail confirmată pe alum.mit.edu
Richard PengCarnegie Mellon UniversityAdresă de e-mail confirmată pe cs.cmu.edu

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Christopher Musco

Associate Professor, New York University

Adresă de e-mail confirmată pe nyu.edu - Pagina de pornire

Algorithms Theory of Computation Machine Learning


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
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	446	2015
Randomized Block Krylov Methods for Stronger and Faster Approximate Singular Value Decomposition C Musco, C Musco Advances in Neural Information Processing Systems, 2015, 2015	365	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	260	2015
Recursive Sampling for the Nyström Method C Musco, C Musco Advances in Neural Information Processing Systems, 2017, 2017	256	2017
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	216*	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	194	2017
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	188*	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	178	2014
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	176	2018
Hutch++: Optimal Stochastic Trace Estimation RA Meyer, C Musco, C Musco, DP Woodruff Symposium on Simplicity in Algorithms (SOSA), 142-155, 2021	135	2021
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	69	2018
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	66	2020
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	53	2021
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	43	2019
Principal Component Projection without Principal Component Analysis R Frostig, C Musco, C Musco, A Sidford International Conference on Machine Learning, 2016, 2016	39	2016
Active Linear Regression for ℓ_p Norms and Beyond C Musco, C Musco, DP Woodruff, T Yasuda 2022 IEEE 63rd Annual Symposium on Foundations of Computer Science (FOCS …, 2022	38*	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	30	2022
Sublinear Time Spectral Density Estimation V Braverman, A Krishnan, C Musco Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022	28*	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	28	2021

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