Home   /   Teaching   /   A (Selective) Introduction to the Statistics Foundations of Transfer Learning

Notice of Copyright: All course materials are presented in an educational context for personal use and study, and should not be sold or used in other business purpose without permission. Copyright © 2024 Ye Tian.


Time: 9AM-5PM, May 20, 2024


Schedule



  • Lecture 1: Introduction
  • [Slides]

  • Lecture 2: Generic Analysis of Domain Adaptation by Divergence Notions
  • [Slides]

  • Lecture 3: Covariate Shift
  • [Slides]

  • Lecture 4: Posterior Drift and Biased Regularization
  • [Slides]