L2 Regression

Concept

A type of statistical loss function used in DDPM to minimize the squared difference between predicted and actual noise, and in score matching for score approximation.

Mentioned in 1 video

Videos Mentioning L2 Regression

Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 2 - Score matching

Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 2 - Score matching

Stanford Online

A type of statistical loss function used in DDPM to minimize the squared difference between predicted and actual noise, and in score matching for score approximation.