Learning 3 - Latent Variable Models (11/29/2022)

Content:

  • Generative vs. Discriminative, Deterministic vs. Random Variables
  • Variational Autoencoders
  • Handling Discrete Latent Variables
  • Examples of Variational Autoencoders in NLP
  • Learning Features vs. Learning Structure

Slides: Latent Variable Slides
Sample Code: Latent Variable Code Examples

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