Completed
Beyond discrete domains
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Does Learning Require Memorization? A Short Tale About a Long Tail
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 (Over?)fitting the dataset
- 3 Label memorization
- 4 What about theory?
- 5 Interpolation
- 6 Hard atypical examples
- 7 Subpopulations
- 8 Long-tailed data
- 9 The tail rears its head
- 10 Model
- 11 Benefits of fitting
- 12 Fitting and memorization
- 13 Beyond discrete domains
- 14 Coupling
- 15 Experimental validation (with Chiyuan Zhang)
- 16 Conclusions
