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counterfactual

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TitleStatusHype
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
DeDUCE: Generating Counterfactual Explanations EfficientlyCode0
Deep Backtracking Counterfactuals for Causally Compliant ExplanationsCode0
Choose your Data Wisely: A Framework for Semantic CounterfactualsCode0
Estimating heterogeneous survival treatment effect in observational data using machine learningCode0
Reinforced Counterfactual Data Augmentation for Dual Sentiment ClassificationCode0
Counterfactual-Augmented Importance Sampling for Semi-Offline Policy EvaluationCode0
Deep Counterfactual Networks with Propensity-DropoutCode0
Counterfactual Augmentation for Multimodal Learning Under Presentation BiasCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Counterfactual and Synthetic Control Method: Causal Inference with Instrumented Principal Component AnalysisCode0
Causal Expectation-MaximisationCode0
Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual ExplanationCode0
Deep Learning on a Healthy Data Diet: Finding Important Examples for FairnessCode0
Counterfactual Analysis of Neural Networks Used to Create Fertilizer Management ZonesCode0
Repairing without Retraining: Avoiding Disparate Impact with Counterfactual DistributionsCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Peer-induced Fairness: A Causal Approach for Algorithmic Fairness AuditingCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
Revealed Price Preference: Theory and Empirical AnalysisCode0
Efficient computation of contrastive explanationsCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Counterfactual Adversarial Learning with Representation InterpolationCode0
Analyzing Intentional Behavior in Autonomous Agents under UncertaintyCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Counterfactual Concept Bottleneck ModelsCode0
Robust Disentangled Counterfactual Learning for Physical Audiovisual Commonsense ReasoningCode0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
Effective Explanations for Entity Resolution ModelsCode0
Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual ExplanationsCode0
Designing Decision Support Systems Using Counterfactual Prediction SetsCode0
Counteracting Duration Bias in Video Recommendation via Counterfactual Watch TimeCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Co^2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt TuningCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
SAFE-RL: Saliency-Aware Counterfactual Explainer for Deep Reinforcement Learning PoliciesCode0
COSY: COunterfactual SYntax for Cross-Lingual UnderstandingCode0
SARDINE: A Simulator for Automated Recommendation in Dynamic and Interactive EnvironmentsCode0
Δ- OPE: Off-Policy Estimation with Pairs of PoliciesCode0
Cost-of-Pass: An Economic Framework for Evaluating Language ModelsCode0
DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World DataCode0
Searching for Smurfs: Testing if Money Launderers Know Alert ThresholdsCode0
SegSub: Evaluating Robustness to Knowledge Conflicts and Hallucinations in Vision-Language ModelsCode0
COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised LearningCode0
Self-Distilled Disentangled Learning for Counterfactual PredictionCode0
Addressing Both Statistical and Causal Gender Fairness in NLP ModelsCode0
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