Learning Optimal Predictive Checklists

2 December 2021

Papers citing "Learning Optimal Predictive Checklists"

8 / 8 papers shown

Title
Learning Predictive Checklists with Probabilistic Logic Programming Yukti Makhija E. Brouwer Rahul G. Krishnan 67 0 0 25 Nov 2024
MISS: Multiclass Interpretable Scoring Systems Michal K. Grzeszczyk Tomasz Trzciñski Arkadiusz Sitek 27 0 0 10 Jan 2024
Encoding Time-Series Explanations through Self-Supervised Model Behavior Consistency Owen Queen Thomas Hartvigsen Teddy Koker Huan He Theodoros Tsiligkaridis Marinka Zitnik AI4TS 37 17 0 03 Jun 2023
Learning predictive checklists from continuous medical data Yukti Makhija E. Brouwer Rahul G. Krishnan 14 1 0 14 Nov 2022
When Personalization Harms: Reconsidering the Use of Group Attributes in Prediction Vinith M. Suriyakumar Marzyeh Ghassemi Berk Ustun 30 6 0 04 Jun 2022
Perspectives on Incorporating Expert Feedback into Model Updates Valerie Chen Umang Bhatt Hoda Heidari Adrian Weller Ameet Talwalkar 30 11 0 13 May 2022
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations Aparna Balagopalan Haoran Zhang Kimia Hamidieh Thomas Hartvigsen Frank Rudzicz Marzyeh Ghassemi 25 77 0 06 May 2022
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 225 3,672 0 28 Feb 2017