ERM

Creator
Creator
Seonglae Cho
Created
Created
2024 Nov 26 11:26
Editor
Edited
Edited
2025 Mar 6 23:15

Empirical Risk Minimization

A generalization of the Maximum Likelihood principle
MLE
: replace the log likelihood with any other loss function ll
L(θ)=1ni=1nl(Yi,θ)\mathcal{L}(\theta) = \frac{1}{n} \sum_{i=1}^n \mathcal{l}(Y_i, \theta)
ERM Notion
 
 
 
 
 
 

Recommendations