For more information about Stanford's Artificial Intelligence programs visit: https://stanford.io/ai

To follow along with the course, visit:
https://cs330.stanford.edu/

To view all online courses and programs offered by Stanford, visit: http://online.stanford.edu​

Chelsea Finn
Computer Science, PhD

Plan for Today
1. Latent variable models
2. Variational inference
3. Amortized variational inference
4. Example latent variables models

Goals
• Understand latent variable models in deep learning
• Understand how to use (amortized) variational inference