Learning One-Hidden-Layer Neural Networks with Landscape Design

Learning One-Hidden-Layer Neural Networks with Landscape Design

Simons Institute via YouTube Direct link

Intro

1 of 9

1 of 9

Intro

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Learning One-Hidden-Layer Neural Networks with Landscape Design

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

  1. 1 Intro
  2. 2 Interfaces Between Users and Optimizers?
  3. 3 Optimization in Machine Learning: New Interfaces?
  4. 4 Possible Paradigm for Optimization Theory in ML?
  5. 5 This Talk: New Objective for Learning One-hidden-layer Neural Networks
  6. 6 The Straightforward Objective Fails
  7. 7 An Analytic Formula
  8. 8 Provable Non-convex Optimization Algorithms?
  9. 9 Conclusion

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.