PS : Christophe Giraud (Univ. Paris Saclay) : The price of unfairness in linear bandits with biased feedback
PS : Christophe Giraud (Univ. Paris Saclay) : The price of unfairness in linear bandits with biased feedback
Artificial intelligence is increasingly used in a wide range of decision making scenarios with higher and higher stakes. At the same time, recent work has highlighted that these algorithms can be dangerously biased, and that their results often need to