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Shusen Wang
Shusen Wang
Xiaohongshu
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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
20122020
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
2282013
Giant: Globally improved approximate newton method for distributed optimization
S Wang, F Roosta, P Xu, MW Mahoney
Advances in Neural Information Processing Systems 31, 2018
1382018
Scalable kernel k-means clustering with nystrom approximation: Relative-error bounds
S Wang, A Gittens, MW Mahoney
Journal of Machine Learning Research 20 (12), 1-49, 2019
1332019
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
962011
Sketched ridge regression: Optimization perspective, statistical perspective, and model averaging
S Wang, A Gittens, MW Mahoney
Journal of Machine Learning Research 18 (218), 1-50, 2018
942018
Nonconvex Relaxation Approaches to Robust Matrix Recovery
S Wang, D Liu, Z Zhang
International Joint Conference on Artificial Intelligence (IJCAI), 2013
912013
Cola-gnn: Cross-location attention based graph neural networks for long-term ili prediction
S Deng, S Wang, H Rangwala, L Wang, Y Ning
Proceedings of the 29th ACM international conference on information …, 2020
822020
Accelerating transformer-based deep learning models on fpgas using column balanced block pruning
H Peng, S Huang, T Geng, A Li, W Jiang, H Liu, S Wang, C Ding
2021 22nd International Symposium on Quality Electronic Design (ISQED), 142-148, 2021
732021
Communication efficient decentralized training with multiple local updates
X Li, W Yang, S Wang, Z Zhang
arXiv preprint arXiv:1910.09126 5, 6, 2019
592019
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
572018
A practical guide to randomized matrix computations with MATLAB implementations
S Wang
arXiv preprint arXiv:1505.07570, 2015
512015
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
48*2016
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
482012
Communication-efficient local decentralized SGD methods
X Li, W Yang, S Wang, Z Zhang
arXiv preprint arXiv:1910.09126, 2019
462019
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
452015
Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition
S Wang, Z Zhang, T Zhang
arXiv preprint arXiv:1503.08395, 2015
412015
Federated reinforcement learning with environment heterogeneity
H Jin, Y Peng, W Yang, S Wang, Z Zhang
International Conference on Artificial Intelligence and Statistics, 18-37, 2022
392022
Colorization by Matrix Completion
S Wang, Z Zhang
In the 25th AAAI Conference on Artificial Intelligence (AAAI-2011), 519-524, 2012
342012
Efficient Algorithms and Error Analysis for the Modified Nystrom Method
S Wang, Z Zhang
In Proceedings of the 17th International Conference on Artificial …, 2014
312014
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