Bayesian Inference in Generative Models

Bayesian Inference in Generative Models

MITCBMM via YouTube Direct link

Exact Inference

2 of 11

2 of 11

Exact Inference

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Bayesian Inference in Generative Models

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  1. 1 Introduction
  2. 2 Exact Inference
  3. 3 Monte Carlo Methods
  4. 4 Markov Chain Monte Carlo
  5. 5 MTM
  6. 6 variational inference
  7. 7 gradient descent
  8. 8 normalizing flows
  9. 9 variational methods
  10. 10 probabilistic programming languages
  11. 11 summary

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