Jie Shen
Jie Shen
Assistant Professor, Stevens Institute of Technology
Verified email at stevens.edu - Homepage
Cited by
Cited by
A tight bound of hard thresholding
J Shen, P Li
JMLR: The Journal of Machine Learning Research 18 (1), 7650-7691, 2018
Online low-rank subspace clustering by basis dictionary pursuit
J Shen, P Li, H Xu
ICML: Proceedings of the 33rd International Conference on Machine Learning …, 2016
On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit
J Shen, P Li
ICML: Proceedings of the 34th International Conference on Machine Learning …, 2017
Online optimization for max-norm regularization
J Shen, H Xu, P Li
NeurIPS: Proceedings of the 28th Annual Conference on Neural Information …, 2014
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
Learning structured low-rank representation via matrix factorization
J Shen, P Li
AISTATS: Proceedings of the 19th International Conference on Artificial …, 2016
Online Matrix Completion for Signed Link Prediction
J Wang, J Shen, P Li, H Xu
WSDM: Proceedings of the 10th ACM International Conference on Web Search and …, 2017
Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery
J Shen, P Li
NeurIPS: Advances in Neural Information Processing Systems, 3126-3136, 2017
Efficient active learning of sparse halfspaces with arbitrary bounded noise
C Zhang, J Shen, P Awasthi
NeurIPS: arXiv:2002.04840, 2020
Provable variable selection for streaming features
J Wang, J Shen, P Li
ICML: International Conference on Machine Learning, 5171-5179, 2018
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance
J Shen, C Zhang
ALT: Conference on Algorithmic Learning Theory. arxiv:2006.03781, 2020
Online optimization for max-norm regularization
J Shen, H Xu, P Li
Machine Learning 106 (3), 419-457, 2017
A latent clothing attribute approach for human pose estimation
W Zhang, J Shen, G Liu, Y Yu
ACCV: Proceedings of the 12th Asian Conference on Computer Vision, 146-161, 2014
Robust Matrix Completion from Quantized Observations
J Shen, P Awasthi, P Li
AISTATS: The 22nd International Conference on Artificial Intelligence and …, 2019
Object proposal with kernelized partial ranking
J Wang, J Shen, P Li
Pattern Recognition 69, 299-309, 2017
Learning Halfspaces with Pairwise Comparisons: Breaking the Barriers of Query Complexity via Crowd Wisdom
S Zeng, J Shen
arXiv preprint arXiv:2011.01104, 2020
Learning from structured data: theory, algorithms, and applications
J Shen
Rutgers University-School of Graduate Studies, 2018
Efficient Online Minimization for Low-Rank Subspace Clustering
J Shen, P Li, H Xu
arXiv:1503.08356, 2017
Sample-Optimal PAC Learning of Halfspaces with Malicious Noise
J Shen
arXiv preprint arXiv:2102.06247, 2021
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise
J Shen
arXiv preprint arXiv:2012.10793, 2020
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