Robust Fair Clustering: A Novel Fairness Attack and Defense Framework.

Anshuman Chhabra Peizhao Li Prasant Mohapatra Hongfu Liu

Published in: ICLR (2023)

Keyphrases

main contribution
theoretical framework
probabilistic model
neural network
clustering algorithm
countermeasures
clustering framework
data sets
high dimensional
unsupervised learning
computationally efficient
self organizing maps
outlier detection
information theoretic
partial occlusion