Fair Regression: Quantitative Definitions and Reduction-Based Algorithms.

Alekh Agarwal Miroslav Dudík Zhiwei Steven Wu

Published in: ICML (2019)

Keyphrases

significant improvement
learning algorithm
orders of magnitude
search space
benchmark datasets
computationally efficient
multi class
worst case
linear models
data sets
computational efficiency
theoretical analysis
support vector machine
knn
computational cost
data structure
image segmentation
social networks