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TitleStatusHype
Deep Backtracking Counterfactuals for Causally Compliant ExplanationsCode0
Poverty during Covid-19 in North Macedonia: Analysis of the distributional impact of the crisis and government response—0
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
MMTF: Multi-Modal Temporal Fusion for Commonsense Video Question Answering—0
Assessing Electricity Service Unfairness with Transfer Counterfactual Learning—0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Fairness-enhancing mixed effects deep learning improves fairness on in- and out-of-distribution clustered (non-iid) data—0
Probing Intersectional Biases in Vision-Language Models with Counterfactual Examples—0
Exploring Counterfactual Alignment Loss towards Human-centered AI—0
Towards Feasible Counterfactual Explanations: A Taxonomy Guided Template-based NLG MethodCode0
Designing User-Centric Behavioral Interventions to Prevent Dysglycemia with Novel Counterfactual Explanations—0
Towards Fixing Clever-Hans Predictors with Counterfactual Knowledge Distillation—0
Faithful Explanations of Black-box NLP Models Using LLM-generated Counterfactuals—0
Counterfactual Image Generation for adversarially robust and interpretable Classifiers—0
A PSO Based Method to Generate Actionable Counterfactuals for High Dimensional Data—0
Tell Me a Story! Narrative-Driven XAI with Large Language ModelsCode0
T-COL: Generating Counterfactual Explanations for General User Preferences on Variable Machine Learning SystemsCode0
Nonparametric estimation of a covariate-adjusted counterfactual treatment regimen response curve—0
TraCE: Trajectory Counterfactual Explanation ScoresCode0
Robust Stance Detection: Understanding Public Perceptions in Social Media—0
Recursive Counterfactual Deconfounding for Object Recognition—0
Leveraging Uncertainties to Infer Preferences: Robust Analysis of School Choice—0
COCO-Counterfactuals: Automatically Constructed Counterfactual Examples for Image-Text Pairs—0
Towards LLM-guided Causal Explainability for Black-box Text Classifiers—0
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments—0
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust OptimisationCode0
Searching for Smurfs: Testing if Money Launderers Know Alert ThresholdsCode0
Rehearsal: Simulating Conflict to Teach Conflict Resolution—0
Predictability and Comprehensibility in Post-Hoc XAI Methods: A User-Centered Analysis—0
Correcting Selection Bias in Standardized Test Comparisons—0
Explaining Agent Behavior with Large Language Models—0
Causal Discovery and Counterfactual Explanations for Personalized Student Learning—0
Answering Causal Queries at Layer 3 with DiscoSCMs-Embracing Heterogeneity—0
Bounds on Average Effects in Discrete Choice Panel Data Models—0
Inverse classification with logistic and softmax classifiers: efficient optimization—0
Estimation of Counterfactual Interventions under Uncertainties—0
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic FeaturesCode0
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and CalibrationCode0
Text-to-Image Models for Counterfactual Explanations: a Black-Box ApproachCode0
In-Contextual Gender Bias Suppression for Large Language ModelsCode0
Flexible and Robust Counterfactual Explanations with Minimal Satisfiable PerturbationsCode0
Structural Econometric Estimation of the Basic Reproduction Number for Covid-19 Across U.S. States and Selected Countries—0
Counterfactual Explanations via Locally-guided Sequential Algorithmic Recourse—0
Viewing the process of generating counterfactuals as a source of knowledge: a new approach for explaining classifiers—0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
Natural Example-Based Explainability: a Survey—0
The Iberian Exception: An overview of its effects over its first 100 days—0
"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming—0
Decentralized Multi-agent Reinforcement Learning based State-of-Charge Balancing Strategy for Distributed Energy Storage System—0
Ensemble of Counterfactual ExplainersCode0
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