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Semi-Supervised Learning. Jing xu. Slides. From: Xiaojin (Jerry) Zhu ---An associate professor in the Department of Computer Sciences at University of Wisconsin-Madison. Outline. What’s semi-supervised learning? Self-training algorithm

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Presentation Transcript
slides
Slides
  • From: Xiaojin(Jerry) Zhu

---An associate professor in the Department of Computer Sciences at University of Wisconsin-Madison

outline
Outline
  • What’s semi-supervised learning?
  • Self-training algorithm
  • Co-training (multiview learning) algorithm
outline1
Outline
  • What’s semi-supervised learning?
  • Self-training algorithm
  • Co-training (multiview learning) algorithm
outline2
Outline
  • What’s semi-supervised learning?
  • Self-training algorithm
  • Co-training (multiview learning) algorithm
outline3
Outline
  • What’s semi-supervised learning?
  • Self-training algorithm
  • Co-training (multiview learning) algorithm
slide17

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By View1-context

summary
Summary
  • What’s ssl?
    • Learning from both labeled and unlabeled data.
  • Self-training algorithm
    • Teaching itself.
  • Co-training algorithm (multiview learning algorithm)
    • Teaching each other.