Applications

Content

• Content filtering

  • Mail spam (personalization, hashing)
  • Link spam (graph regularization, stochastic gradient descent)

• Search and ranking

  • Search using editorial information

• Advertising

  • Matching ad retrieval
  • Click estimation
  • Supply forecasting

• Content analysis

  • Entity detection

• User models

• Session models

• Content models

• Recommendation systems

Supplementary material

Slides in PDF and Keynote. If you want to extract the equations from the slides you can do so by using LaTeXit, simply by dragging the equation images into it.