Shusen Wang
Shusen Wang
Verified email at stevens.edu - Homepage
Title
Cited by
Cited by
Year
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
1372013
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
702011
Nonconvex Relaxation Approaches to Robust Matrix Recovery
S Wang, D Liu, Z Zhang
International Joint Conference on Artificial Intelligence (IJCAI), 2013
612013
On the convergence of fedavg on non-iid data
X Li, K Huang, W Yang, S Wang, Z Zhang
arXiv preprint arXiv:1907.02189, 2019
382019
Sketched ridge regression: Optimization perspective, statistical perspective, and model averaging
S Wang, A Gittens, MW Mahoney
The Journal of Machine Learning Research 18 (1), 8039-8088, 2017
342017
GIANT: Globally improved approximate Newton method for distributed optimization
S Wang, F Roosta, P Xu, MW Mahoney
Advances in Neural Information Processing Systems, 2332-2342, 2018
312018
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
31*2016
EP-GIG priors and applications in Bayesian sparse learning
Z Zhang, S Wang, D Liu, MI Jordan
Journal of Machine Learning Research 13 (Jun), 2031-2061, 2012
302012
Colorization by Matrix Completion
S Wang, Z Zhang
In the 25th AAAI Conference on Artificial Intelligence (AAAI-2011), 519-524, 2012
262012
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
252019
Efficient Algorithms and Error Analysis for the Modified Nystrom Method
S Wang, Z Zhang
In Proceedings of the 17th International Conference on Artificial …, 2014
242014
Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition
S Wang, Z Zhang, T Zhang
arXiv preprint arXiv:1503.08395, 2015
232015
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
212015
A practical guide to randomized matrix computations with MATLAB implementations
S Wang
arXiv preprint arXiv:1505.07570, 2015
202015
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
162018
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound
S Wang, Z Zhang
Advances in Neural Information Processing Systems (NIPS), 2012
162012
Error estimation for randomized least-squares algorithms via the bootstrap
ME Lopes, S Wang, MW Mahoney
arXiv preprint arXiv:1803.08021, 2018
122018
Transfer understanding from head queries to tail queries
Y Song, H Wang, W Chen, S Wang
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
122014
Exact subspace clustering in linear time
S Wang, B Tu, C Xu, Z Zhang
Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
122014
Improving the modified nyström method using spectral shifting
S Wang, C Zhang, H Qian, Z Zhang
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
112014
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