sungyubkim / if_classic Public

Notifications You must be signed in to change notification settings
Fork 0
Star 4

A brief notebook on Influence Function (IF) for classical generative models (e.g., k-NN, KDE, GMM)

4 stars 0 forks Branches Tags Activity

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
figs		figs
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
main.ipynb		main.ipynb

Repository files navigation

Influence Function (IF) for classical generative models

A brief notebook on Influence Function (IF) for classical generative models (e.g., $k$-NN, KDE, GMM)

Training data

Results

metric	$10$-NN	KDE	GMM
LL
Self-IF
IF over (5,8)
IF over (5,8)