Explaining Classifiers by Constructing Familiar Concepts

7 March 2022

Papers citing "Explaining Classifiers by Constructing Familiar Concepts"

5 / 5 papers shown

Title
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions Luca Longo Mario Brcic Federico Cabitza Jaesik Choi Roberto Confalonieri ... Andrés Páez Wojciech Samek Johannes Schneider Timo Speith Simone Stumpf 150 226 0 30 Oct 2023
Concept-based Adversarial Attacks: Tricking Humans and Classifiers Alike Johannes Schneider Giovanni Apruzzese AAML 132 8 0 18 Mar 2022
Domain Transformer: Predicting Samples of Unseen, Future Domains Johannes Schneider OOD 69 2 0 10 Jun 2021
Reflective-Net: Learning from Explanations Johannes Schneider Michalis Vlachos FAtt OffRL LRM 126 17 0 27 Nov 2020
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.3K 17,197 0 16 Feb 2016