Cameron Musco
Cameron Musco
Подтвержден адрес электронной почты в домене cs.umass.edu - Главная страница
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
Randomized block krylov methods for stronger and faster approximate singular value decomposition
C Musco, C Musco
Advances in neural information processing systems 28, 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
Recursive Sampling for the Nyström Method
C Musco, C Musco
arXiv preprint arXiv:1605.07583, 2016
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
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, 253-262, 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
Faster eigenvector computation via shift-and-invert preconditioning
D Garber, E Hazan, C Jin, C Musco, P Netrapalli, A Sidford
International Conference on Machine Learning, 2626-2634, 2016
Minimizing polarization and disagreement in social networks
C Musco, C Musco, CE Tsourakakis
Proceedings of the 2018 world wide web conference, 369-378, 2018
Online row sampling
MB Cohen, C Musco, J Pachocki
Theory of Computing 16 (APPROX-RANDOM 2016 Special Issue), 2020
Hutch++: Optimal stochastic trace estimation
RA Meyer, C Musco, C Musco, DP Woodruff
Symposium on Simplicity in Algorithms (SOSA), 142-155, 2021
Sublinear time low-rank approximation of positive semidefinite matrices
C Musco, DP Woodruff
2017 IEEE 58th Annual Symposium on Foundations of Computer Science (FOCS …, 2017
Near optimal linear algebra in the online and sliding window models
SZ Vladimir Braverman, Petros Drineas, Cameron Musco, Christopher Musco ...
arXiv preprint arXiv:1805.03765, 2018
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
Spectrum approximation beyond fast matrix multiplication: Algorithms and hardness
C Musco, P Netrapalli, A Sidford, S Ubaru, DP Woodruff
arXiv preprint arXiv:1704.04163, 2017
Ant-inspired density estimation via random walks
C Musco, HH Su, NA Lynch
Proceedings of the National Academy of Sciences 114 (40), 10534-10541, 2017
Principal component projection without principal component analysis
R Frostig, C Musco, C Musco, A Sidford
International Conference on Machine Learning, 2349-2357, 2016
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
Computational tradeoffs in biological neural networks: Self-stabilizing winner-take-all networks
N Lynch, C Musco, M Parter
arXiv preprint arXiv:1610.02084, 2016
Distributed house-hunting in ant colonies
M Ghaffari, C Musco, T Radeva, N Lynch
Proceedings of the 2015 ACM Symposium on Principles of Distributed Computing …, 2015
В данный момент система не может выполнить эту операцию. Повторите попытку позднее.
Статьи 1–20