Distributional Counterfactual Explanations With Optimal TransportInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
GLOBE-CE: A Translation-Based Approach for Global Counterfactual
ExplanationsInternational Conference on Machine Learning (ICML), 2023 |
Bayesian Hierarchical Models for Counterfactual EstimationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Diverse, Global and Amortised Counterfactual Explanations for
Uncertainty EstimatesAAAI Conference on Artificial Intelligence (AAAI), 2021 |
Interpretable Machine Learning: Moving From Mythos to DiagnosticsQueue (ACM Queue), 2021 |