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TitleStatusHype
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Efficient computation of contrastive explanationsCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Argumentative Ensembling for Robust Recourse under Model MultiplicityCode0
Are Large Language Models Good at Utility Judgments?Code0
Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual FairnessCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
CF-OPT: Counterfactual Explanations for Structured PredictionCode0
Neural Replicator DynamicsCode0
Efficient Search for Diverse Coherent ExplanationsCode0
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity TypingCode0
Learning Interpretable Low-dimensional Representation via Physical SymmetryCode0
Learning Linear Causal Representations from Interventions under General Nonlinear MixingCode0
Learning Matching Representations for Individualized Organ Transplantation AllocationCode0
Causal Expectation-MaximisationCode0
Does It Make Sense to Explain a Black Box With Another Black Box?Code0
Learning Personalized Treatment Decisions in Precision Medicine: Disentangling Treatment Assignment Bias in Counterfactual Outcome Prediction and Biomarker IdentificationCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Distributional conformal predictionCode0
Sequential Counterfactual Risk MinimizationCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Predicting the impact of treatments over time with uncertainty aware neural differential equationsCode0
Distinguishing Cause from Effect with Causal Velocity ModelsCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
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