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Projects
- 1 Active
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CAREER: Robustness, Active Learning, Sparsity, and Fairness in Classification
Shen, J. (PI)
1/07/23 → 30/06/28
Project: Research project
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Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise
Zeng, S. & Shen, J., 2023, In: Proceedings of Machine Learning Research. 202, p. 40719-40748 30 p.Research output: Contribution to journal › Conference article › peer-review
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Certified Edge Unlearning for Graph Neural Networks
Wu, K., Shen, J., Ning, Y., Wang, T. & Wang, W. H., 6 Aug 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. p. 2606-2617 12 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
8 Scopus citations -
PAC Learning of Halfspaces with Malicious Noise in Nearly Linear Time
Shen, J., 2023, In: Proceedings of Machine Learning Research. 206, p. 30-46 17 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Semi-Verified PAC Learning from the Crowd
Zeng, S. & Shen, J., 2023, In: Proceedings of Machine Learning Research. 206, p. 505-522 18 p.Research output: Contribution to journal › Conference article › peer-review
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Efficient PAC Learning from the Crowd with Pairwise Comparisons
Zeng, S. & Shen, J., 2022, In: Proceedings of Machine Learning Research. 162, p. 25973-25993 21 p.Research output: Contribution to journal › Conference article › peer-review
4 Scopus citations