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TitleStatusHype
Evaluating vaccine allocation strategies using simulation-assisted causal modellingCode0
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMsCode0
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition ModelsCode0
Cycle-Balanced Representation Learning For Counterfactual InferenceCode0
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly DetectionCode0
Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual ThinkingCode0
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAICode0
Explainable Reinforcement Learning Through a Causal LensCode0
Counterfactual Data Augmentation via Perspective Transition for Open-Domain DialoguesCode0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Errudite: Scalable, Reproducible, and Testable Error AnalysisCode0
Ensemble of Counterfactual ExplainersCode0
CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks (Technical Report)Code0
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical ImagingCode0
Learning Models for Actionable RecourseCode0
Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference ModelsCode0
Counterfactual Cross-modality Reasoning for Weakly Supervised Video Moment LocalizationCode0
Estimating heterogeneous survival treatment effect in observational data using machine learningCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
One-Step Estimation of Differentiable Hilbert-Valued ParametersCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Counterfactual Control for Free from Generative ModelsCode0
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor SegmentationCode0
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language ModelsCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's DecisionCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact VerificationCode0
Faithful Model Explanations through Energy-Constrained Conformal CounterfactualsCode0
Debiasing Recommendation by Learning Identifiable Latent ConfoundersCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Efficient computation of contrastive explanationsCode0
Debiasing Text Safety Classifiers through a Fairness-Aware EnsembleCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity ModelCode0
Effective Explanations for Entity Resolution ModelsCode0
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy ObservationsCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Decision Support System for Chronic Diseases Based on Drug-Drug InteractionsCode0
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task RegressionCode0
DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual ExplanationsCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Dynamic Causal Collaborative FilteringCode0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
Efficient Search for Diverse Coherent ExplanationsCode0
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy EvaluationCode0
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