Jie Shen

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 29

Top Topics

Norm Regularization

Hard Thresholding

Pairwise Comparisons

Top Venues

Publications

Shiwei Zeng, Jie Shen
Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise. ICML (2023)
Shiwei Zeng, Jie Shen
Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise. CoRR (2023)
Shiwei Zeng, Jie Shen
Semi-Verified PAC Learning from the Crowd. AISTATS (2023)
Shiwei Zeng, Jie Shen
List-Decodable Sparse Mean Estimation. NeurIPS (2022)
Shiwei Zeng, Jie Shen
Efficient PAC Learning from the Crowd with Pairwise Comparisons. ICML (2022)
Shiwei Zeng, Jie Shen
List-Decodable Sparse Mean Estimation. CoRR (2022)
Jie Shen, Chicheng Zhang
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance. ALT (2021)
Jie Shen
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise. ICML (2021)
Jie Shen
Sample-Optimal PAC Learning of Halfspaces with Malicious Noise. ICML (2021)
Shiwei Zeng, Jie Shen
Semi-verified Learning from the Crowd with Pairwise Comparisons. CoRR (2021)
Jie Shen
Sample-Optimal PAC Learning of Halfspaces with Malicious Noise. CoRR (2021)
Jie Shen
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise. CoRR (2020)
Jie Shen
One-Bit Compressed Sensing via One-Shot Hard Thresholding. CoRR (2020)
Chicheng Zhang, Jie Shen, Pranjal Awasthi
Efficient active learning of sparse halfspaces with arbitrary bounded noise. NeurIPS (2020)
Jie Shen
One-Bit Compressed Sensing via One-Shot Hard Thresholding. UAI (2020)
Chicheng Zhang, Jie Shen, Pranjal Awasthi
Efficient active learning of sparse halfspaces with arbitrary bounded noise. CoRR (2020)
Shiwei Zeng, Jie Shen
Learning Halfspaces with Pairwise Comparisons: Breaking the Barriers of Query Complexity via Crowd Wisdom. CoRR (2020)
Jie Shen, Chicheng Zhang
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance. CoRR (2020)
Jie Shen, Pranjal Awasthi, Ping Li
Robust Matrix Completion from Quantized Observations. AISTATS (2019)
Jing Wang, Jie Shen, Ping Li
Provable Variable Selection for Streaming Features. ICML (2018)
Jie Shen, Ping Li
A Tight Bound of Hard Thresholding. J. Mach. Learn. Res. 18 (2017)
Jing Wang, Jie Shen, Ping Li
Object proposal with kernelized partial ranking. Pattern Recognit. 69 (2017)
Jing Wang, Jie Shen, Ping Li, Huan Xu
Online Matrix Completion for Signed Link Prediction. WSDM (2017)
Jie Shen, Ping Li
Partial Hard Thresholding: Towards A Principled Analysis of Support Recovery. NIPS (2017)
Jie Shen, Huan Xu, Ping Li
Online optimization for max-norm regularization. Mach. Learn. 106 (3) (2017)
Jie Shen, Ping Li
On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit. ICML (2017)
Jie Shen, Ping Li
Learning Structured Low-Rank Representation via Matrix Factorization. AISTATS (2016)
Jie Shen, Ping Li, Huan Xu
Online Low-Rank Subspace Clustering by Basis Dictionary Pursuit. ICML (2016)
Jie Shen, Ping Li
A Tight Bound of Hard Thresholding. CoRR (2016)
Jing Wang, Jie Shen, Huan Xu
Social Trust Prediction via Max-norm Constrained 1-bit Matrix Completion. CoRR (2015)
Jing Wang, Jie Shen
Object Proposal via Partial Re-ranking. CoRR (2015)
Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan
Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification. IEEE Trans. Image Process. 23 (11) (2014)
Weipeng Zhang, Jie Shen, Guangcan Liu, Yong Yu
A Latent Clothing Attribute Approach for Human Pose Estimation. CoRR (2014)
Jie Shen, Huan Xu, Ping Li
Online Optimization for Max-Norm Regularization. NIPS (2014)
Weipeng Zhang, Jie Shen, Guangcan Liu, Yong Yu
A Latent Clothing Attribute Approach for Human Pose Estimation. ACCV (1) (2014)
Weipeng Zhang, Jia Chen, Jie Shen, Yong Yu
Location-Based Hierarchical Event Summary for Social Media Photos. PCM (2014)
Jie Shen, Huan Xu, Ping Li
Online Optimization for Max-Norm Regularization. CoRR (2014)
Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan
Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification. CoRR (2014)