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counterfactual

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TitleStatusHype
Ensemble of Counterfactual ExplainersCode0
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex AnnotationsCode0
Learning Models for Actionable RecourseCode0
Counterfactual Explanations for Natural Language InterfacesCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Counterfactual Explanations for Models of CodeCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations DifferCode0
Counterfactual Explanations of Neural Network-Generated Response CurvesCode0
Counterfactual Explanations Using Optimization With Constraint LearningCode0
Achieving Counterfactual Fairness with Imperfect Structural Causal ModelCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Counterfactual Explanations with Probabilistic Guarantees on their Robustness to Model ChangeCode0
Counterfactual Explanations for Linear OptimizationCode0
CARE: Coherent Actionable Recourse based on Sound Counterfactual ExplanationsCode0
Causal Expectation-MaximisationCode0
Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target PredictionCode0
Counterfactual FairnessCode0
Errudite: Scalable, Reproducible, and Testable Error AnalysisCode0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides?Code0
Counterfactual Fairness in Mortgage Lending via Matching and RandomizationCode0
2D-Shapley: A Framework for Fragmented Data ValuationCode0
Exogenous Matching: Learning Good Proposals for Tractable Counterfactual EstimationCode0
Exploring the Trade-off between Plausibility, Change Intensity and Adversarial Power in Counterfactual Explanations using Multi-objective OptimizationCode0
Experiential Explanations for Reinforcement LearningCode0
Game Plan: What AI can do for Football, and What Football can do for AICode0
Counterfactual Explanations for Graph Classification Through the Lenses of DensityCode0
Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of ArtifactsCode0
Can We Validate Counterfactual Estimations in the Presence of General Network Interference?Code0
An Information Criterion for Controlled Disentanglement of Multimodal DataCode0
Counterfactual Explanations for Continuous Action Reinforcement LearningCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Efficient computation of contrastive explanationsCode0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Effective Explanations for Entity Resolution ModelsCode0
Explaining Image Classifiers by Counterfactual GenerationCode0
Δ- OPE: Off-Policy Estimation with Pairs of PoliciesCode0
Dynamic Causal Collaborative FilteringCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial DomainsCode0
Counterfactual Explanations as Interventions in Latent SpaceCode0
Doubly Robust Kernel Statistics for Testing Distributional Treatment EffectsCode0
Counterfactual Graphs for Explainable Classification of Brain NetworksCode0
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And DatasetCode0
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRICode0
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