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counterfactual

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TitleStatusHype
Can We Validate Counterfactual Estimations in the Presence of General Network Interference?Code0
Progressive Generalization Risk Reduction for Data-Efficient Causal Effect EstimationCode0
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAICode0
Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides?Code0
Longitudinal Causal Image SynthesisCode0
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex AnnotationsCode0
Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous TransformerCode0
Evidence from counterfactual tasks supports emergent analogical reasoning in large language modelsCode0
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision MakingCode0
Exogenous Isomorphism for Counterfactual IdentifiabilityCode0
Exogenous Matching: Learning Good Proposals for Tractable Counterfactual EstimationCode0
Promoting Counterfactual Robustness through DiversityCode0
Expected Grad-CAM: Towards gradient faithfulnessCode0
Experiential Explanations for Reinforcement LearningCode0
Lookahead Counterfactual FairnessCode0
Promptable Counterfactual Diffusion Model for Unified Brain Tumor Segmentation and Generation with MRIsCode0
Designing Decision Support Systems Using Counterfactual Prediction SetsCode0
SKDCGN: Source-free Knowledge Distillation of Counterfactual Generative Networks using cGANsCode0
Explaining and visualizing black-box models through counterfactual pathsCode0
Sketch and Customize: A Counterfactual Story GeneratorCode0
Thought-Path Contrastive Learning via Premise-Oriented Data Augmentation for Logical Reading ComprehensionCode0
CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks (Technical Report)Code0
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial DomainsCode0
Deep representation learning for individualized treatment effect estimation using electronic health recordsCode0
Deep Learning on a Healthy Data Diet: Finding Important Examples for FairnessCode0
MACAW: A Causal Generative Model for Medical ImagingCode0
Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual ExplanationCode0
Counterfactual diagnosisCode0
Causality-based Counterfactual Explanation for Classification ModelsCode0
Deep Kalman FiltersCode0
Machine learning in policy evaluation: new tools for causal inferenceCode0
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust OptimisationCode0
Can counterfactual explanations of AI systems' predictions skew lay users' causal intuitions about the world? If so, can we correct for that?Code0
Explainable Reinforcement Learning Through a Causal LensCode0
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident NarrativesCode0
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact VerificationCode0
Deep IV: A Flexible Approach for Counterfactual PredictionCode0
Punctate White Matter Lesion Segmentation in Preterm Infants Powered by Counterfactually Generative LearningCode0
Deep Counterfactual Networks with Propensity-DropoutCode0
Deep Causal Learning to Explain and Quantify The Geo-Tension's Impact on Natural Gas MarketCode0
An Information Criterion for Controlled Disentanglement of Multimodal DataCode0
Calculating and Visualizing Counterfactual Feature Importance ValuesCode0
Deep Backtracking Counterfactuals for Causally Compliant ExplanationsCode0
Making a (Counterfactual) Difference One Rationale at a TimeCode0
Explaining Deep Learning Models with Constrained Adversarial ExamplesCode0
Counterfactual Detection meets Transfer LearningCode0
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property PredictionCode0
Counterfactual Depth from a Single RGB ImageCode0
Explaining Groups of Points in Low-Dimensional RepresentationsCode0
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