Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems

Shalmali Joshi, Oluwasanmi Koyejo, Warut Vijitbenjaronk +2

Machine learning based decision making systems are increasingly affecting humans. An individual can suffer an undesirable outcome under such decision making systems (e.g. denied cr…