Is Machine Learning Unsafe and Irresponsible in Social Sciences? Paradoxes and Reconsidering from Recidivism Prediction Tasks

J Liu, D Li - arXiv preprint arXiv:2311.06537, 2023 - arxiv.org
The paper addresses some fundamental and hotly debated issues for high-stakes event
predictions underpinning the computational approach to social sciences. We question …

[引用][C] Is Machine Learning Really Unsafe and Irresponsible in Social Sciences? Paradoxes and Reconsideration from Recidivism Prediction Tasks