counterfactual explanation

Decisions, Counterfactual Explanations and Strategic Behavior NeurIPS 2020 Explanation by Progressive Exaggeration ICLR 2020 Generating Natural Counterfactual Visual Explanations IJCAI 2020 Generating Plausible Counterfactual Explanations for Deep Transformers in Financial Text Classification COLING 2020 Learning Global Transparent Models consistent with Local Contrastive Explanations NeurIPS 2020 Model-Agnostic Counterfactual Explanations for Consequential Decisions AISTATS 2020 On Counterfactual Explanations under Predictive Multiplicity UAI 2020 Relation-Based Counterfactual Explanations for Bayesian Network Classifiers IJCAI 2020 SCOUT: Self-Aware Discriminant Counterfactual Explanations CVPR 2020 Counterfactual Visual Explanations ICML 2019 Desiderata for Interpretability: Explaining Decision Tree Predictions with Counterfactuals AAAI 2019 Multimodal Explanations by Predicting Counterfactuality in Videos CVPR 2019 The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations IJCAI 2019 Glass-Box: Explaining AI Decisions With Counterfactual Statements Through Conversation With a Voice-enabled Virtual Assistant IJCAI 2018