Fair Distributions from Biased Samples: A Maximum Entropy Optimization Framework.

L. Elisa Celis Vijay Keswani Ozan Yildiz Nisheeth K. Vishnoi

Published in: CoRR (2019)

Keyphrases

maximum entropy
joint distribution
iterative scaling
transformation based learning
maximum entropy principle
computer vision
active learning
probabilistic model
markov models
class conditional
minimum cross entropy
learning algorithm
conditional random fields
random fields