Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis

27 August 2024

Papers citing "Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis"

9 / 9 papers shown

Title
A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act Francesco Sovrano Salvatore Sapienza M. Palmirani F. Vitali 43 18 0 21 Oct 2021
Brain Co-Processors: Using AI to Restore and Augment Brain Function Rajesh P. N. Rao 44 6 0 06 Dec 2020
Questioning the AI: Informing Design Practices for Explainable AI User Experiences Q. V. Liao D. Gruen Sarah Miller 127 716 0 08 Jan 2020
Boolean Decision Rules via Column Generation S. Dash Oktay Gunluk Dennis L. Wei 67 174 0 24 May 2018
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives Amit Dhurandhar Pin-Yu Chen Ronny Luss Chun-Chen Tu Pai-Shun Ting Karthikeyan Shanmugam Payel Das FAtt 124 589 0 21 Feb 2018
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) Been Kim Martin Wattenberg Justin Gilmer Carrie J. Cai James Wexler F. Viégas Rory Sayres FAtt 217 1,842 0 30 Nov 2017
Interpretability via Model Extraction Osbert Bastani Carolyn Kim Hamsa Bastani FAtt 55 129 0 29 Jun 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 21,939 0 22 May 2017
Model-Agnostic Interpretability of Machine Learning Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 86 838 0 16 Jun 2016