Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset

21 January 2024

Papers citing "Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset"

5 / 5 papers shown

Title
Ranking Counterfactual Explanations Suryani Lim H. Prade G. Richard CML 58 0 0 20 Mar 2025
A Review of Global Sensitivity Analysis Methods and a comparative case study on Digit Classification Zahra Sadeghi Stan Matwin 19 1 0 23 Jun 2024
Benchmarking Counterfactual Image Generation Thomas Melistas Nikos Spyrou Nefeli Gkouti Pedro Sanchez Athanasios Vlontzos Yannis Panagakis G. Papanastasiou Sotirios A. Tsaftaris EGVM CML 41 7 0 29 Mar 2024
Deep Backtracking Counterfactuals for Causally Compliant Explanations Klaus-Rudolf Kladny Julius von Kügelgen Bernhard Schölkopf Michael Muehlebach BDL 24 4 0 11 Oct 2023
Explaining Visual Models by Causal Attribution Álvaro Parafita Jordi Vitrià CML FAtt 54 35 0 19 Sep 2019