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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
Learning Representations for Counterfactual InferenceCode0
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference ResolutionCode0
Transport-based Counterfactual ModelsCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
CEval: A Benchmark for Evaluating Counterfactual Text GenerationCode0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Disentangled Counterfactual Learning for Physical Audiovisual Commonsense ReasoningCode0
Learning the Difference that Makes a Difference with Counterfactually-Augmented DataCode0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations DifferCode0
Ensemble of Counterfactual ExplainersCode0
Learning Models for Actionable RecourseCode0
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless SystemsCode0
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
Shapelet-Based Counterfactual Explanations for Multivariate Time SeriesCode0
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
WatChat: Explaining perplexing programs by debugging mental modelsCode0
Counterfactual Explanations for Linear OptimizationCode0
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender SystemsCode0
Feature-based Learning for Diverse and Privacy-Preserving Counterfactual ExplanationsCode0
Learning to Explain: A Model-Agnostic Framework for Explaining Black Box ModelsCode0
Treble Counterfactual VLMs: A Causal Approach to HallucinationCode0
Use of What-if Scenarios to Help Explain Artificial Intelligence Models for Neonatal HealthCode0
FOCUS: Flexible Optimizable Counterfactual Explanations for Tree EnsemblesCode0
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