Finding regions of counterfactual explanations via robust optimization
Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, Ş. İlker Birbil, Dick den Hertog
| Year of publication: |
2024
|
|---|---|
| Authors: | Maragno, Donato ; Kurtz, Jannis ; Röber, Tabea E. ; Goedhart, Rob ; Bi̇rbi̇l, Ş. İlker ; Hertog, Dirk den |
| Published in: |
INFORMS journal on computing : JOC ; charting new directions in operations research and computer science ; a journal of the Institute for Operations Research and the Management Sciences. - Linthicum, Md. : INFORMS, ISSN 1526-5528, ZDB-ID 2004082-9. - Vol. 36.2024, 5, p. 1316-1334
|
| Subject: | machine learning | robust optimization | counterfactual explanation | explainable AI | Robustes Verfahren | Robust statistics | Künstliche Intelligenz | Artificial intelligence | Mathematische Optimierung | Mathematical programming | Theorie | Theory | Algorithmus | Algorithm |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1287/ijoc.2023.0153 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015164507