no code implementations • 25 Mar 2024 • Debodeep Banerjee, Stefano Teso, Burcu Sayin, Andrea Passerini
As a remedy, we introduce learning to guide (LTG), an alternative framework in which - rather than taking control from the human expert - the machine provides guidance useful for decision making, and the human is entirely responsible for coming up with a decision.
no code implementations • 11 Aug 2023 • Debodeep Banerjee, Stefano Teso, Andrea Passerini
In learning to defer, a predictor identifies risky decisions and defers them to a human expert.