Interpretable Regional Descriptors: Hyperbox-Based Local Explanations

4 May 2023

Papers citing "Interpretable Regional Descriptors: Hyperbox-Based Local Explanations"

7 / 7 papers shown

Title
Data Science Principles for Interpretable and Explainable AI Kris Sankaran FaML 40 0 0 17 May 2024
Counterfactual and Semifactual Explanations in Abstract Argumentation: Formal Foundations, Complexity and Computation Gianvincenzo Alfano S. Greco Francesco Parisi I. Trubitsyna 24 1 0 07 May 2024
Guarantee Regions for Local Explanations Marton Havasi S. Parbhoo Finale Doshi-Velez FAtt AAML 25 0 0 20 Feb 2024
Even-if Explanations: Formal Foundations, Priorities and Complexity Gianvincenzo Alfano S. Greco Domenico Mandaglio Francesco Parisi Reza Shahbazian I. Trubitsyna 26 2 0 17 Jan 2024
What Makes a Good Explanation?: A Harmonized View of Properties of Explanations Zixi Chen Varshini Subhash Marton Havasi Weiwei Pan Finale Doshi-Velez XAI FAtt 36 18 0 10 Nov 2022
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 257 3,690 0 28 Feb 2017
SMOTE: Synthetic Minority Over-sampling Technique Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 163 25,273 0 09 Jun 2011