Improving Human Decision-Making with Machine Learning
Hamsa Bastani, Osbert Bastani, Park Sinchaisri · Academy of Management Proceedings · 2022
A key aspect of human intelligence is their ability to convey their knowledge to others in succinct forms. However, despite their predictive power, current machine learning models are largely blackboxes, making it difficult for humans to extract useful insights. Focusing on sequential decision-making, we design a novel machine learning algorithm that conveys its insights to humans in the form of interpretable