Magic Moments: Moment-based Approaches to Structured Output Prediction

Posted in Science on September 19, 2008


Magic Moments: Moment-based Approaches to Structured Output Prediction

Lecture slides:

  • Magic Moments: Moment-based Approaches to Structured Output Prediction
  • Outline
  • Structured data everywhere!!!
  • Learning with structured data
  • Supervised learning
  • Classification
  • Sequence labeling
  • Sequence alignment
  • RNA secondary structure prediction
  • Sequence parsing
  • Generative models
  • Discriminative models
  • Learning in structured output spaces
  • Encoding
  • Learning in structured output spaces
  • Computing moments
  • Learning in structured output spaces
  • Z-score
  • Previous approaches
  • SODA
  • Rademacher bound
  • Z-score approach
  • Iterative approach
  • Experimental results
  • Conclusions
  • Thank you

Author: Elisa Ricci, University Of Perugia

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Tags: Science, Lectures, Computer Science, Machine Learning, VideoLectures.Net, Structured Output