Risk Assessments and Fairness Under Missingness and Confounding

von Coston, Amanda
Veröffentlicht in AAAI/ACM Conference on AI, Ethics, and Society (2. : 2019 : Honolulu, Hawaii) AIES'19 (2019)

Counterfactual Predictions under Runtime Confounding

von Coston, Amanda
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 6 of 27 (2021)

CHARACTERIZING FAIRNESS OVER THE SET OF GOOD MODELS UNDER SELECTIVE LABELS

von COSTON, AMANDA
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 3 of 16 (2022)

Neural Topic Models with Survival Supervision: Jointly Predicting Time-to-Event Outcomes and Learning How Clinical Features Relate

von Li, Linhong
Veröffentlicht in AIME (18. : 2020 : Online) Artificial intelligence in medicine (2020)

Fair Transfer Learning with Missing Protected Attributes

von Coston, Amanda
Veröffentlicht in AAAI/ACM Conference on AI, Ethics, and Society (2. : 2019 : Honolulu, Hawaii) AIES'19 (2019)