On Computing Probabilistic Abductive Explanations

12 December 2022

Papers citing "On Computing Probabilistic Abductive Explanations"

7 / 7 papers shown

Title
A Fast Kernel-based Conditional Independence test with Application to Causal Discovery Oliver Schacht Biwei Huang 17 0 0 16 May 2025
Locally-Minimal Probabilistic Explanations Yacine Izza Kuldeep S. Meel Sasha Rubin 21 3 0 19 Dec 2023
Logic-Based Explainability in Machine Learning Sasha Rubin LRM XAI 50 39 0 24 Oct 2022
On Computing Relevant Features for Explaining NBCs Yacine Izza Sasha Rubin 36 5 0 11 Jul 2022
On Tackling Explanation Redundancy in Decision Trees Yacine Izza Alexey Ignatiev Sasha Rubin FAtt 48 58 0 20 May 2022
Provably Precise, Succinct and Efficient Explanations for Decision Trees Yacine Izza Alexey Ignatiev Nina Narodytska Martin C. Cooper Sasha Rubin FAtt 40 7 0 19 May 2022
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017