When accurate prediction models yield harmful self-fulfilling prophecies

2 December 2023

Papers citing "When accurate prediction models yield harmful self-fulfilling prophecies"

5 / 5 papers shown

Title
Inducing Causal Structure for Interpretable Neural Networks Applied to Glucose Prediction for T1DM Patients Ana Esponera Giovanni Cinnà BDL CML 62 0 0 18 Mar 2025
Integrating Expert Judgment and Algorithmic Decision Making: An Indistinguishability Framework Rohan Alur Loren Laine Darrick K. Li Dennis L. Shung Manish Raghavan Devavrat Shah 37 2 0 11 Oct 2024
Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift Philip A. Boeken O. Zoeter Joris M. Mooij 36 1 0 01 Mar 2024
Human Expertise in Algorithmic Prediction Rohan Alur Manish Raghavan Devavrat Shah 17 1 0 01 Feb 2024
From algorithms to action: improving patient care requires causality Wouter A. C. van Amsterdam P. A. Jong Joost Verhoeff T. Leiner Rajesh Ranganath CML 21 5 0 15 Sep 2022