Fairness Implications of Encoding Protected Categorical Attributes.

Carlos Mougan José Manuel Álvarez Colmenares Salvatore Ruggieri Steffen Staab

Published in: AIES (2023)

Keyphrases

categorical attributes
numerical attributes
information loss
data sets
categorical data
attribute values
data points
feature weights
continuous attributes
missing values
high dimensional
aggregation operators
knowledge discovery
missing data
training data
decision trees
machine learning