2 papers
stat.ML2026
COVAriance-Induced Fairness Gap Penalty for Subgroup-Fair Clustering
Kyungseon Lee, Hankyo Jeong, Kunwoong Kim +2
Fair clustering aims to make cluster assignments independent of sensitive attributes, but this goal becomes challenging when multiple sensitive attributes jointly define many subgr…
cs.LG2026
A Composite Activation Function for Learning Stable Binary Representations
Seokhun Park, Choeun Kim, Kwanho Lee +3
Activation functions play a central role in neural networks by shaping internal representations. Recently, learning binary activation representations has attracted significant atte…