arXiv AI
Oct 1

Algorithmic Recourse Under Competition

arXiv:2609.39877v1 Announce Type: cross Abstract: Algorithmic recourse provides individuals who have received undesirable outcomes from machine learning models with suggestions for minimum-cost impro...

By Shahin Jabbari
arXiv Machine Learning
2d ago

Partially Interpretable Decision Trees

arXiv:2611.06428v1 Announce Type: new Abstract: Partially interpretable models extend simple interpretable models with the option to defer complicated inputs to an accurate but uninterpretable black-...

By Ludovic Schwartz, Federico Berton, Tim van Erven
arXiv Machine Learning
Jul 31

The Role of Causality in Algorithmic Recourse

arXiv:2607. 28497v1 Announce Type: new Abstract: Algorithmic recourse aims to provide individuals with actionable changes to improve their predicted outcomes in high-stakes classification settings, such as loan and mortgage applications.

By Srikanth Avasarala, Varun Gupta, Shahin Jabbari, Saber Salehkaleybar, Juba Ziani