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Jie Shen
Jie Shen
Assistant Professor, Stevens Institute of Technology
Verified email at stevens.edu - Homepage
Title
Cited by
Cited by
Year
A tight bound of hard thresholding
J Shen, P Li
JMLR: The Journal of Machine Learning Research 18 (1), 7650-7691, 2018
752018
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
602016
Online optimization for max-norm regularization
J Shen, H Xu, P Li
NIPS: Proceedings of the 28th Annual Conference on Neural Information …, 2014
412014
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
322017
Efficient active learning of sparse halfspaces with arbitrary bounded noise
C Zhang, J Shen, P Awasthi
NeurIPS: Advances in Neural Information Processing Systems, 2020
252020
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
252014
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
222017
Learning structured low-rank representation via matrix factorization
J Shen, P Li
AISTATS: Proceedings of the 19th International Conference on Artificial …, 2016
212016
Provable variable selection for streaming features
J Wang, J Shen, P Li
ICML: International Conference on Machine Learning, 5171-5179, 2018
122018
Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery
J Shen, P Li
NeurIPS: Advances in Neural Information Processing Systems, 3126-3136, 2017
122017
Attribute-efficient learning of halfspaces with malicious noise: Near-optimal label complexity and noise tolerance
J Shen, C Zhang
ALT: Algorithmic Learning Theory, 1072-1113, 2021
82021
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
52014
Sample-Optimal PAC Learning of Halfspaces with Malicious Noise
J Shen
ICML: International Conference on Machine Learning, 2021
42021
One-Bit Compressed Sensing via One-Shot Hard Thresholding
J Shen
UAI: Proceedings of the 36th Conference on Uncertainty in Artificial …, 2020
42020
Robust Matrix Completion from Quantized Observations
J Shen, P Awasthi, P Li
AISTATS: The 22nd International Conference on Artificial Intelligence and …, 2019
42019
Efficient PAC Learning from the Crowd with Pairwise Comparisons
S Zeng, J Shen
ICML: International Conference on Machine Learning, 25973-25993, 2022
3*2022
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise
J Shen
ICML: International Conference on Machine Learning, 9503-9514, 2021
32021
Object proposal with kernelized partial ranking
J Wang, J Shen, P Li
Pattern Recognition 69, 299-309, 2017
22017
Fast spectral analysis for approximate nearest neighbor search
J Wang, J Shen
Machine Learning, 1-26, 2022
12022
Semi-verified Learning from the Crowd with Pairwise Comparisons
S Zeng, J Shen
AISTATS 2023 (to appear), arXiv preprint arXiv:2106.07080, 2021
12021
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