Feature-based Learning for Diverse and Privacy-Preserving Counterfactual
Explanations

Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations

27 September 2022

Trung Le

Van Nguyen

Edwin V. Bonilla

Gholamreza Haffari

Papers citing "Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations"

6 / 6 papers shown

Title
Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review Sonal Allana Mohan Kankanhalli Rozita Dara 19 0 0 05 May 2025
When Graph Neural Network Meets Causality: Opportunities, Methodologies and An Outlook Wenzhao Jiang Hao Liu Hui Xiong CML AI4CE 19 2 0 19 Dec 2023
BELLA: Black box model Explanations by Local Linear Approximations N. Radulovic Albert Bifet Fabian M. Suchanek FAtt 14 1 0 18 May 2023
Statement-Level Vulnerability Detection: Learning Vulnerability Patterns Through Information Theory and Contrastive Learning Van Nguyen Trung Le C. Tantithamthavorn Michael Fu John C. Grundy Hung Nguyen S. Çamtepe Paul Quirk Dinh Q. Phung 34 4 0 20 Sep 2022
Counterfactual Plans under Distributional Ambiguity N. Bui D. Nguyen Viet Anh Nguyen 48 22 0 29 Jan 2022
Determinantal point processes for machine learning Alex Kulesza B. Taskar 146 1,045 0 25 Jul 2012