Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments.

Alexandra Chouldechova

Published in: Big Data (2017)

Keyphrases

prediction accuracy
neural network
prediction algorithm
empirical studies
genetic algorithm
positive effects
databases
learning algorithm
computer vision
decision trees
trade off
statistical analysis
simulation study
prediction model
prediction error
predictive model