Shusen Wang
Shusen Wang
Verified email at stevens.edu - Homepage
Title
Cited by
Cited by
Year
On the Convergence of FedAvg on Non-IID Data
X Li, K Huang, W Yang, S Wang, Z Zhang
International Conference on Learning Representations (ICLR), 2020
4012020
Improving CUR matrix decomposition and the Nyström approximation via adaptive sampling
S Wang, Z Zhang
The Journal of Machine Learning Research 14 (1), 2729-2769, 2013
1822013
Efficient subspace segmentation via quadratic programming
S Wang, X Yuan, T Yao, S Yan, J Shen
In the 24th AAAI Conference on Artificial Intelligence (AAAI) 1, 519-524, 2011
812011
Nonconvex Relaxation Approaches to Robust Matrix Recovery
S Wang, D Liu, Z Zhang
International Joint Conference on Artificial Intelligence (IJCAI), 2013
762013
Giant: Globally improved approximate newton method for distributed optimization
S Wang, F Roosta-Khorasani, P Xu, MW Mahoney
arXiv preprint arXiv:1709.03528, 2017
752017
Scalable kernel K-means clustering with Nyström approximation: relative-error bounds
S Wang, A Gittens, MW Mahoney
The Journal of Machine Learning Research 20 (1), 431-479, 2019
692019
Sketched ridge regression: Optimization perspective, statistical perspective, and model averaging
S Wang, A Gittens, MW Mahoney
International Conference on Machine Learning, 3608-3616, 2017
652017
SPSD Matrix Approximation vis Column Selection: Theories, Algorithms, and Extensions
S Wang, L Luo, Z Zhang
Journal of Machine Learning Research 17 (49), 1−49, 2016
39*2016
Oversketch: Approximate matrix multiplication for the cloud
V Gupta, S Wang, T Courtade, K Ramchandran
2018 IEEE International Conference on Big Data (Big Data), 298-304, 2018
372018
EP-GIG Priors and Applications in Bayesian Sparse Learning.
Z Zhang, S Wang, D Liu, MI Jordan, N Lawrence
Journal of Machine Learning Research 13 (6), 2012
352012
A practical guide to randomized matrix computations with MATLAB implementations
S Wang
arXiv preprint arXiv:1505.07570, 2015
332015
Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition
S Wang, Z Zhang, T Zhang
arXiv preprint arXiv:1503.08395, 2015
332015
Colorization by Matrix Completion
S Wang, Z Zhang
In the 25th AAAI Conference on Artificial Intelligence (AAAI-2011), 519-524, 2012
302012
Open domain short text conceptualization: A generative+ descriptive modeling approach
Y Song, S Wang, H Wang
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
292015
Efficient Algorithms and Error Analysis for the Modified Nystrom Method
S Wang, Z Zhang
In Proceedings of the 17th International Conference on Artificial …, 2014
272014
Communication efficient decentralized training with multiple local updates
X Li, W Yang, S Wang, Z Zhang
arXiv preprint arXiv:1910.09126 5, 2019
262019
Error estimation for randomized least-squares algorithms via the bootstrap
M Lopes, S Wang, M Mahoney
International Conference on Machine Learning, 3217-3226, 2018
202018
Exact subspace clustering in linear time
S Wang, B Tu, C Xu, Z Zhang
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
192014
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound
S Wang, Z Zhang
Advances in Neural Information Processing Systems (NIPS), 2012
192012
Making fisher discriminant analysis scalable
B Tu, Z Zhang, S Wang, H Qian
International Conference on Machine Learning, 964-972, 2014
182014
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