Black Friday 2024: 25+ Ways to Save on Online Learning
Tightening Information-Theoretic Generalization Bounds with Data-Dependent Estimates with an Application to SGLD - Daniel Roy

Tightening Information-Theoretic Generalization Bounds with Data-Dependent Estimates with an Application to SGLD - Daniel Roy

Institute for Advanced Study via YouTube Direct link

Barriers

4 of 9
Previous
Next

4 of 9

Barriers

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Tightening Information-Theoretic Generalization Bounds with Data-Dependent Estimates with an Application to SGLD - Daniel Roy

Automatically move to the next video in the Classroom when playback concludes
  1. 1 Intro
  2. 2 The nature of generalization understanding
  3. 3 Open problem
  4. 4 Barriers
  5. 5 Non vacuous bounds
  6. 6 Stochastic gradient dynamics
  7. 7 Expected generalization error
  8. 8 Plot
  9. 9 Conclusion

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.