Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation

22 September 2023

Papers citing "Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation"

4 / 4 papers shown

Title
Generating Likely Counterfactuals Using Sum-Product Networks Jiri Nemecek Tomás Pevný Jakub Marecek TPM 63 0 0 25 Jan 2024
Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations Vy Vo Trung Le Van Nguyen He Zhao Edwin V. Bonilla Gholamreza Haffari Dinh Q. Phung CML 37 13 0 27 Sep 2022
Counterfactual Plans under Distributional Ambiguity N. Bui D. Nguyen Viet Anh Nguyen 54 24 0 29 Jan 2022
Consistent Counterfactuals for Deep Models Emily Black Zifan Wang Matt Fredrikson Anupam Datta BDL OffRL OOD 34 31 0 06 Oct 2021