Module 2: Distances
  Lecture 6: Distance Functions
 

                                            

 

 

Jensen-Shannon divergence
  • Also known as Information radius
  • Attempt to symmetrize KL divergence
  • Average KL divergence to average
  • Metric? No
  • Bounded
  • Jeffrey divergence: Twice of Jensen-Shannon divergence