Kernel Conditional Moment (KCM) Test

This repository contains an implementation of the kernel conditional moment (KCM) tests proposed in our UAI2020 paper:

Kernel Conditional Moment Test via Maximum Moment Restriction.

Krikamol Muandet, Wittawat Jitkrittum, and Jonas M. Kuebler

Experiments

The main scripts for our experiments are run_samplesize_experiments.m and run_delta_experiments.m.

If you experience any problem while using our code, please do not hesitate to contact me.

Name		Name	Last commit message	Last commit date
Latest commit History 90 Commits
cluster		cluster
debug		debug
utils		utils
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
estimate_parameters.m		estimate_parameters.m
generate_data.m		generate_data.m
gres_linear.m		gres_linear.m
gres_simultaneous.m		gres_simultaneous.m
icmtest.m		icmtest.m
icmtest_simple.m		icmtest_simple.m
kcm.m		kcm.m
multiple_experiments.m		multiple_experiments.m
run_delta_experiments.m		run_delta_experiments.m
run_samplesize_experiments.m		run_samplesize_experiments.m
single_experiments.m		single_experiments.m
smoothtest.m		smoothtest.m