Racial disparity in natural language processing: A case study of social media african-american english, 2017. ,
, , 2017.
Fair learning in markovian environments, 2017. ,
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments, 2016. ,
Algorithmic decision making and the cost of fairness, 2017. ,
Optimal Learning Computational Procedures for Bayes-adaptive Markov Decision Processes, 2002. ,
Fairness through awareness, Proceedings of the 3rd Innovations in Theoretical Computer Science Conference, pp.214-226, 2012. ,
Equality of opportunity in supervised learning, pp.3315-3323, 2016. ,
, Fair learning in markovian environments, 2016.
Rawlsian fairness for machine learning, 2016. ,
Avoiding discrimination through causal reasoning, 2017. ,
Inherent trade-offs in the fair determination of risk scores, 2016. ,
, Propublica COMPAS git-hub repository, 2016.
Markov Decision Processes : Discrete Stochastic Dynamic Programming, 1994. ,
When worlds collide: integrating different counterfactual assumptions in fairness, Advances in Neural Information Processing Systems, pp.6414-6423, 2017. ,
Fairness beyond disparate treatment, 2017. ,