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E 3Outlier: a Self-Supervised Framework for Unsupervised Deep Outlier Detection.
Wang S, Zeng Y, Yu G, Cheng Z, Liu X, Zhou S, Zhu E, Kloft M, Yin J, Liao Q. Wang S, et al. Among authors: kloft m. IEEE Trans Pattern Anal Mach Intell. 2023 Mar;45(3):2952-2969. doi: 10.1109/TPAMI.2022.3188763. Epub 2023 Feb 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 35793301
Multiple Kernel k-Means with Incomplete Kernels.
Liu X, Zhu X, Li M, Wang L, Zhu E, Liu T, Kloft M, Shen D, Yin J, Gao W. Liu X, et al. Among authors: kloft m. IEEE Trans Pattern Anal Mach Intell. 2020 May;42(5):1191-1204. doi: 10.1109/TPAMI.2019.2892416. Epub 2019 Jan 14. IEEE Trans Pattern Anal Mach Intell. 2020. PMID: 30640600 Free PMC article.
Efficient and Effective Regularized Incomplete Multi-View Clustering.
Liu X, Li M, Tang C, Xia J, Xiong J, Liu L, Kloft M, Zhu E. Liu X, et al. Among authors: kloft m. IEEE Trans Pattern Anal Mach Intell. 2021 Aug;43(8):2634-2646. doi: 10.1109/TPAMI.2020.2974828. Epub 2021 Jul 1. IEEE Trans Pattern Anal Mach Intell. 2021. PMID: 32086196
Support Vector Data Descriptions and $k$ -Means Clustering: One Class?
Gornitz N, Lima LA, Muller KR, Kloft M, Nakajima S. Gornitz N, et al. Among authors: kloft m. IEEE Trans Neural Netw Learn Syst. 2018 Sep;29(9):3994-4006. doi: 10.1109/TNNLS.2017.2737941. Epub 2017 Sep 27. IEEE Trans Neural Netw Learn Syst. 2018. PMID: 28961127
Efficient algorithms for exact inference in sequence labeling SVMs.
Bauer A, Görnitz N, Biegler F, Müller KR, Kloft M. Bauer A, et al. Among authors: kloft m. IEEE Trans Neural Netw Learn Syst. 2014 May;25(5):870-81. doi: 10.1109/TNNLS.2013.2281761. IEEE Trans Neural Netw Learn Syst. 2014. PMID: 24808034
Orthogonal Inductive Matrix Completion.
Ledent A, Alves R, Kloft M. Ledent A, et al. Among authors: kloft m. IEEE Trans Neural Netw Learn Syst. 2023 May;34(5):2259-2270. doi: 10.1109/TNNLS.2021.3106155. Epub 2023 May 2. IEEE Trans Neural Netw Learn Syst. 2023. PMID: 34473630
36 results