Course Study Note
Day 2 — Autoregressive Models and MLE
I factorized joint probabilities into conditionals and connected maximum likelihood with negative log-likelihood.
- Date
- 2025-07-08
- Course
- 2025 Generative Models Intensive — From VAE to Stable Diffusion
01Autoregressive Models
Study checkpoint for this day
02Maximum Likelihood Estimation
Study checkpoint for this day
Topics from the day
- Autoregressive Models
I reviewed sequential prediction and teacher forcing.
- Maximum Likelihood Estimation
I followed the conversion from a product of probabilities to a log-sum loss.