Automated Directed Fairness Testing

Fairness is a critical trait in decision making. As machine-learning models are increasingly being used in sensitive application domains (e.g. education and employment) for decision making, it is crucial that the decisions computed by such models are free of unintended bias. But how can we automatic...

Celý popis

Podrobná bibliografie

Vydáno v:	2018 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE) s. 98 - 108
Hlavní autoři:	Udeshi, Sakshi, Arora, Pryanshu, Chattopadhyay, Sudipta
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	ACM 01.09.2018
Témata:	Computational modeling Decision making Directed Testing Machine learning Robustness Software Software engineering Software Fairness Test pattern generators Testing Training Videos
ISSN:	2643-1572
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!