FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations

12 October 2022

Papers citing "FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations"

5 / 5 papers shown

Title
Improving Decision Sparsity Yiyang Sun Tong Wang Cynthia Rudin 432 1 0 27 Oct 2024
Perfect Counterfactuals in Imperfect Worlds: Modelling Noisy Implementation of Actions in Sequential Algorithmic Recourse Yueqing Xuan Kacper Sokol Mark Sanderson Jeffrey Chan 72 1 0 03 Oct 2024
SAFE-RL: Saliency-Aware Counterfactual Explainer for Deep Reinforcement Learning Policies Amir Samadi K. Koufos Kurt Debattista M. Dianati 85 5 0 28 Apr 2024
Robust Counterfactual Explanations in Machine Learning: A Survey Junqi Jiang Francesco Leofante Antonio Rago Francesca Toni OffRL CML 76 13 0 02 Feb 2024
On the Connection between Game-Theoretic Feature Attributions and Counterfactual Explanations Emanuele Albini Shubham Sharma Saumitra Mishra Danial Dervovic Daniele Magazzeni FAtt 77 2 0 13 Jul 2023