Coursera Cuts Jobs Despite $100M Revenue Milestone

Interacting Particle Systems for Expectation Maximization in Latent Variable Models

Interacting Particle Systems for Expectation Maximization in Latent Variable Models

Alan Turing Institute via YouTube Direct link

Target Measure

7 of 12
Previous
Next

7 of 12

Target Measure

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Interacting Particle Systems for Expectation Maximization in Latent Variable Models

Automatically move to the next video in the Classroom when playback concludes
  1. 1 Latent Variable Models (LVM)
  2. 2 EM and Variants
  3. 3 Simulated Annealing for LVM
  4. 4 An Interacting Particle System for LVM (Kuntz et al., 2023)
  5. 5 An Optimisation Point of View
  6. 6 Langevin Dynamics
  7. 7 Target Measure
  8. 8 Concentration
  9. 9 Algorithm
  10. 10 Assumptions
  11. 11 Main Convergence Result
  12. 12 Conclusions

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.