39 citations · 44 across the 5 of their papers we have counts for
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cs.LG2022★ 39 cited
Marrying Fairness and Explainability in Supervised Learning
Przemyslaw Grabowicz, Nicholas Perello, Aarshee Mishra
Machine learning algorithms that aid human decision-making may inadvertently discriminate against certain protected groups. We formalize direct discrimination as a direct causal ef…
cs.AI2022★ 1 cited
On Optimizing Interventions in Shared Autonomy
Weihao Tan, David Koleczek, Siddhant Pradhan +7
Shared autonomy refers to approaches for enabling an autonomous agent to collaborate with a human with the aim of improving human performance. However, besides improving performanc…