Improvement-Focused Causal Recourse (ICR)

Improvement-Focused Causal Recourse (ICR)

27 October 2022

Timo Freiesleben

Moritz Grosse-Wentrup

Papers citing "Improvement-Focused Causal Recourse (ICR)"

12 / 12 papers shown

Title
S-CFE: Simple Counterfactual Explanations Shpresim Sadiku Moritz Wagner Sai Ganesh Nagarajan S. Pokutta 26 0 0 21 Oct 2024
Trustworthy Actionable Perturbations Jesse Friedbaum S. Adiga Ravi Tandon AAML 38 2 0 18 May 2024
SIDEs: Separating Idealization from Deceptive Explanations in xAI Emily Sullivan 49 2 0 25 Apr 2024
Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets Seamus Somerstep Yuekai Sun Yaácov Ritov 32 4 0 20 Apr 2024
CountARFactuals -- Generating plausible model-agnostic counterfactual explanations with adversarial random forests Susanne Dandl Kristin Blesch Timo Freiesleben Gunnar Konig Jan Kapar B. Bischl Marvin N. Wright AAML 32 5 0 04 Apr 2024
Towards Non-Adversarial Algorithmic Recourse Tobias Leemann Martin Pawelczyk Bardh Prenkaj Gjergji Kasneci AAML 28 1 0 15 Mar 2024
Prediction without Preclusion: Recourse Verification with Reachable Sets Avni Kothari B. Kulynych Tsui-Wei Weng Berk Ustun FaML 33 4 0 24 Aug 2023
The Importance of Time in Causal Algorithmic Recourse Isacco Beretta Martina Cinquini CML 11 5 0 08 Jun 2023
Dear XAI Community, We Need to Talk! Fundamental Misconceptions in Current XAI Research Timo Freiesleben Gunnar Konig 23 19 0 07 Jun 2023
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity Model Valentyn Melnychuk Dennis Frauen Stefan Feuerriegel 13 11 0 02 Jun 2023
The Risks of Recourse in Binary Classification H. Fokkema Damien Garreau T. Erven FaML 16 4 0 01 Jun 2023
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 243 488 0 31 Dec 2020