Explaining Reject Options of Learning Vector Quantization Classifiers

Explaining Reject Options of Learning Vector Quantization Classifiers

15 February 2022

Johannes Brinkrolf

Barbara Hammer

Papers citing "Explaining Reject Options of Learning Vector Quantization Classifiers"

7 / 7 papers shown

Title
Interpretable and Fair Mechanisms for Abstaining Classifiers Daphne Lenders Andrea Pugnana Roberto Pellungrini Toon Calders D. Pedreschi F. Giannotti FaML 96 1 0 24 Mar 2025
Stacked Confusion Reject Plots (SCORE) Stephan Hasler Lydia Fischer 29 0 0 25 Jun 2024
Model Agnostic Explainable Selective Regression via Uncertainty Estimation Andrea Pugnana Carlos Mougan Dan Saattrup Nielsen 49 0 0 15 Nov 2023
Precision and Recall Reject Curves for Classification Lydia Fischer Patricia Wollstadt 17 1 0 16 Aug 2023
"Even if ..." -- Diverse Semifactual Explanations of Reject André Artelt Barbara Hammer 33 12 0 05 Jul 2022
Model Agnostic Local Explanations of Reject André Artelt Roel W. Visser Barbara Hammer FAtt 27 7 0 16 May 2022
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,696 0 28 Feb 2017