CoFrNets: Interpretable Neural Architecture Inspired by Continued FractionsIsha PuriAmit Dhurandharet al.2021NeurIPS 2021
AIMEE: Interactive model maintenance with rule-based surrogatesOwen CornecRahul Nairet al.2021NeurIPS 2021
Ground-Truth, Whose Truth? - Examining the Challenges with Annotating Toxic Text DatasetsKofi ArhinIoana Baldini Soareset al.2021NeurIPS 2021
Deciding fast and slow: The role of cognitive biases in AI-assisted decision-makingCharvi RastogiYunfeng Zhanget al.2021CSCW 2021
One Explanation Does Not Fit All: A Toolkit And Taxonomy Of AI Explainability TechniquesVijay AryaRachel K. Bellamyet al.2021INFORMS 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and BeyondDennis Wei2021ICML 2021
Treatment Effect Estimation Using Invariant Risk MinimizationAbhin ShahKartik Ahujaet al.2021ICASSP 2021
Optimized score transformation for consistent fair classificationDennis WeiKarthikeyan Natesan Ramamurthyet al.2021JMLR