FaiREE: Fair Classification with Finite-Sample and Distribution-Free Guarantee.

Puheng Li James Zou Linjun Zhang

Published in: CoRR (2022)

Keyphrases

distribution free
decision trees
feature extraction
support vector
feature space
feature vectors
machine learning
training set
support vector machine svm
sample size
large deviations
feature selection
error bounds
normal distribution
statistical learning theory