Semi-Supervised Learning Tutorial

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Semi-Supervised Learning Tutorial Xiaojin Zhu Department of Computer Sciences University of Wisconsin, Madison, USA. ICML 2007. Xiaojin Zhu (Univ. Wisconsin, Madison) Semi-Supervised Learning Tutorial ICML 2007 1 / 135. Outline 1 Introduction to Semi-Supervised Learning 2 Semi-Supervised Learning Algorithms Self Training Generative Models S3VMs Graph-Based Algorithms Multiview Algorithms 3 Semi-Supervised Learning in Nature 4 Some Challenges for Future Research Xiaojin Zhu (Univ. Wisconsin, Madison) Semi-Supervised Learning Tutorial ICML 2007 2 / 135. Introduction to Semi-Supervised Learning Outline 1 Introduction to Semi-Supervised Learning 2 Semi-Supervised Learning Algorithms Self Training Generative Models S3VMs Graph-Based Algorithms Multiview Algorithms 3 Semi-Supervised Learning in Nature 4 Some Challenges for Future Research Xiaojin Zhu (Univ.)

Semi-Supervised Learning Tutorial Xiaojin Zhu Department of Computer Sciences University of Wisconsin, Madison, USA ICML 2007 Xiaojin Zhu (Univ. Wisconsin, Madison) Semi-Supervised Learning Tutorial ICML 2007 1 / 135

  Learning, Semi, Supervised, Semi supervised learning