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Positive-Unlabeled Learning With Label Distribution Alignment.
Jiang Y, Xu Q, Zhao Y, Yang Z, Wen P, Cao X, Huang Q. Jiang Y, et al. Among authors: yang z. IEEE Trans Pattern Anal Mach Intell. 2023 Dec;45(12):15345-15363. doi: 10.1109/TPAMI.2023.3319431. Epub 2023 Nov 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37751347
Split Multiplicative Multi-view Subspace Clustering.
Yang Z, Xu Q, Zhang W, Cao X, Huang Q. Yang Z, et al. IEEE Trans Image Process. 2019 May 10. doi: 10.1109/TIP.2019.2913096. Online ahead of print. IEEE Trans Image Process. 2019. PMID: 31094689
Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction.
Xu Q, Yang Z, Jiang Y, Cao X, Yao Y, Huang Q. Xu Q, et al. Among authors: yang z. IEEE Trans Pattern Anal Mach Intell. 2022 Jun;44(6):3154-3169. doi: 10.1109/TPAMI.2020.3047817. Epub 2022 May 5. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 33373295
Learning With Multiclass AUC: Theory and Algorithms.
Yang Z, Xu Q, Bao S, Cao X, Huang Q. Yang Z, et al. IEEE Trans Pattern Anal Mach Intell. 2022 Nov;44(11):7747-7763. doi: 10.1109/TPAMI.2021.3101125. Epub 2022 Oct 4. IEEE Trans Pattern Anal Mach Intell. 2022. PMID: 34329155
Optimizing Two-Way Partial AUC With an End-to-End Framework.
Yang Z, Xu Q, Bao S, He Y, Cao X, Huang Q. Yang Z, et al. IEEE Trans Pattern Anal Mach Intell. 2023 Aug;45(8):10228-10246. doi: 10.1109/TPAMI.2022.3185311. Epub 2023 Jun 30. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 35731775
Optimizing Partial Area Under the Top-k Curve: Theory and Practice.
Wang Z, Xu Q, Yang Z, He Y, Cao X, Huang Q. Wang Z, et al. Among authors: yang z. IEEE Trans Pattern Anal Mach Intell. 2023 Apr;45(4):5053-5069. doi: 10.1109/TPAMI.2022.3199970. Epub 2023 Mar 7. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 35981065
MaxMatch: Semi-Supervised Learning With Worst-Case Consistency.
Jiang Y, Li X, Chen Y, He Y, Xu Q, Yang Z, Cao X, Huang Q. Jiang Y, et al. Among authors: yang z. IEEE Trans Pattern Anal Mach Intell. 2023 May;45(5):5970-5987. doi: 10.1109/TPAMI.2022.3208419. Epub 2023 Apr 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 36129859
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