no code implementations • 16 Nov 2023 • Aishwarya Mandyam, Matthew Jörke, Barbara E. Engelhardt, Emma Brunskill
We prove that our modification incurs only a constant penalty on the cumulative regret while preserving the sample complexity benefits of data sharing.
no code implementations • 13 Dec 2022 • Helena Vasconcelos, Matthew Jörke, Madeleine Grunde-McLaughlin, Tobias Gerstenberg, Michael Bernstein, Ranjay Krishna
Prior work has identified a resilient phenomenon that threatens the performance of human-AI decision-making teams: overreliance, when people agree with an AI, even when it is incorrect.