Learning Under Distrbution Shift: Transfer Learning

Date:

In this talk, I have covered the topics given as follows:

  • Dataset Shifts
  • Types of Dataset Shift: Covariate Shift, Prior Probability Shift, and Concept Shift
  • Transfer Learning using Keras
  • Transfer Learning using VGG-16 pre-trained model

GitHub repository of the tutorial