Trust Regions for Explanations via Black-Box Probabilistic Certification

17 February 2024

Papers citing "Trust Regions for Explanations via Black-Box Probabilistic Certification"

5 / 5 papers shown

Title
Counterfactual Explanations for Model Ensembles Using Entropic Risk Measures Erfaun Noorani Pasan Dissanayake Faisal Hamman Sanghamitra Dutta 46 0 0 11 Mar 2025
CELL your Model: Contrastive Explanations for Large Language Models Ronny Luss Erik Miehling Amit Dhurandhar 47 0 0 17 Jun 2024
Consistent Counterfactuals for Deep Models Emily Black Zifan Wang Matt Fredrikson Anupam Datta BDL OffRL OOD 46 43 0 06 Oct 2021
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 228 1,835 0 03 Feb 2017