Towards Verified Deep Learning

Towards Verified Deep Learning

Simons Institute via YouTube Direct link

Intro

1 of 19

1 of 19

Intro

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Towards Verified Deep Learning

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Intro
  2. 2 Context
  3. 3 Formal Methods
  4. 4 Context Matters
  5. 5 Example
  6. 6 Properties
  7. 7 Robustness
  8. 8 Local Robustness
  9. 9 Semantic adversarial analysis
  10. 10 Differentiable rendering
  11. 11 Verification
  12. 12 CPSML
  13. 13 CPSML Example
  14. 14 Retraining
  15. 15 Scenic
  16. 16 Deep Neural Networks
  17. 17 Verified
  18. 18 Conclusion
  19. 19 Questions Directions

Never Stop Learning.

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

Someone learning on their laptop while sitting on the floor.