Jie Shen
Jie Shen
Assistant Professor, Stevens Institute of Technology
Verifierad e-postadress på stevens.edu - Startsida
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A tight bound of hard thresholding
J Shen, P Li
The Journal of Machine Learning Research 18 (1), 7650-7691, 2018
522018
Online low-rank subspace clustering by basis dictionary pursuit
J Shen, P Li, H Xu
Proceedings of the 33rd International Conference on Machine Learning, 622-631, 2016
422016
Online optimization for max-norm regularization
J Shen, H Xu, P Li
Proceedings of the 28th Annual Conference on Neural Information Processing …, 2014
262014
Unified structured learning for simultaneous human pose estimation and garment attribute classification
J Shen, G Liu, J Chen, Y Fang, J Xie, Y Yu, S Yan
IEEE Transactions on Image Processing 23 (11), 4786 - 4798, 2014
242014
On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit
J Shen, P Li
Proceedings of the 34th International Conference on Machine Learning, 3115-3124, 2017
212017
Online Matrix Completion for Signed Link Prediction
J Wang, J Shen, P Li, H Xu
Proceedings of the 10th ACM International Conference on Web Search and Data …, 2017
142017
Learning structured low-rank representation via matrix factorization
J Shen, P Li
Proceedings of the 19th International Conference on Artificial Intelligence …, 2016
132016
Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery
J Shen, P Li
Advances in Neural Information Processing Systems, 3126-3136, 2017
92017
Efficient active learning of sparse halfspaces with arbitrary bounded noise
C Zhang, J Shen, P Awasthi
arXiv:2002.04840, 2020
42020
Provable variable selection for streaming features
J Wang, J Shen, P Li
International Conference on Machine Learning, 5171-5179, 2018
42018
Online optimization for max-norm regularization
J Shen, H Xu, P Li
Machine Learning 106 (3), 419-457, 2017
32017
A latent clothing attribute approach for human pose estimation
W Zhang, J Shen, G Liu, Y Yu
Proceedings of the 12th Asian Conference on Computer Vision, 146-161, 2014
32014
Object proposal with kernelized partial ranking
J Wang, J Shen, P Li
Pattern Recognition 69, 299-309, 2017
22017
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance
J Shen, C Zhang
arxiv:2006.03781, 2020
12020
Robust Matrix Completion from Quantized Observations
J Shen, P Awasthi, P Li
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
12019
Efficient Online Minimization for Low-Rank Subspace Clustering
J Shen, P Li, H Xu
arXiv:1503.08356, 2017
12017
One-Bit Compressed Sensing via One-Shot Hard Thresholding
J Shen
Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence, 2020
2020
Learning from structured data: theory, algorithms, and applications
J Shen
Rutgers University-School of Graduate Studies, 2018
2018
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Artiklar 1–18