First-Order Stochastic Optimization

First-Order Stochastic Optimization

Simons Institute via YouTube Direct link

Important Sampling

8 of 11

8 of 11

Important Sampling

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

First-Order Stochastic Optimization

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

  1. 1 Introduction
  2. 2 Support Vector Machine
  3. 3 Deep Learning
  4. 4 Gradient Descent
  5. 5 Questions
  6. 6 Theorem
  7. 7 Proof
  8. 8 Important Sampling
  9. 9 Convergence Rate
  10. 10 Adaptive Learning
  11. 11 Dynamic Updates

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.