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counterfactual

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TitleStatusHype
DeCaFlow: A Deconfounding Causal Generative ModelCode1
Causal Proxy Models for Concept-Based Model ExplanationsCode1
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding StatisticsCode1
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-raysCode1
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian ProcessesCode0
Estimating heterogeneous survival treatment effect in observational data using machine learningCode0
Errudite: Scalable, Reproducible, and Testable Error AnalysisCode0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Ensemble of Counterfactual ExplainersCode0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
Learning Models for Actionable RecourseCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Causal Expectation-MaximisationCode0
ALMANACS: A Simulatability Benchmark for Language Model ExplainabilityCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Efficient Search for Diverse Coherent ExplanationsCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
Effective Explanations for Entity Resolution ModelsCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Aligning (Medical) LLMs for (Counterfactual) FairnessCode0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Δ- OPE: Off-Policy Estimation with Pairs of PoliciesCode0
FOCUS: Flexible Optimizable Counterfactual Explanations for Tree EnsemblesCode0
AudioGenX: Explainability on Text-to-Audio Generative ModelsCode0
DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World DataCode0
Dynamic Causal Collaborative FilteringCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Doubly Robust Kernel Statistics for Testing Distributional Treatment EffectsCode0
Peer-induced Fairness: A Causal Approach for Algorithmic Fairness AuditingCode0
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And DatasetCode0
A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual ExplanationsCode0
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to RankCode0
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias EvaluationCode0
A Cross-Linguistic Pressure for Uniform Information Density in Word OrderCode0
Double Robust Representation Learning for Counterfactual PredictionCode0
Does It Make Sense to Explain a Black Box With Another Black Box?Code0
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity TypingCode0
Distributional conformal predictionCode0
Do LLMs Have the Generalization Ability in Conducting Causal Inference?Code0
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRICode0
Efficient computation of contrastive explanationsCode0
Disentangled Counterfactual Learning for Physical Audiovisual Commonsense ReasoningCode0
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
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