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counterfactual

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TitleStatusHype
Game-theoretic Objective Space PlanningCode0
GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial NetsCode0
GANMEX: One-vs-One Attributions Guided by GAN-based Counterfactual Explanation BaselinesCode0
Counterfactual Situation Testing: From Single to Multidimensional DiscriminationCode0
Modular Learning of Deep Causal Generative Models for High-dimensional Causal InferenceCode0
GeCo: Quality Counterfactual Explanations in Real TimeCode0
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup IdentificationCode0
Success is in the Details: Evaluate and Enhance Details Sensitivity of Code LLMs through CounterfactualsCode0
Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language ModelsCode0
Reinforced Counterfactual Data Augmentation for Dual Sentiment ClassificationCode0
Causally Steered Diffusion for Automated Video Counterfactual GenerationCode0
Adversarially Balanced Representation for Continuous Treatment Effect EstimationCode0
Towards counterfactual fairness through auxiliary variablesCode0
Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object DetectionCode0
ReLAX: Reinforcement Learning Agent eXplainer for Arbitrary Predictive ModelsCode0
Generalized Encouragement-Based Instrumental Variables for Counterfactual RegressionCode0
An age-structured SEIR model for COVID--19 incidence in Dublin, Ireland with framework for evaluating health intervention costCode0
What Counterfactuals Can Be TestedCode0
MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine TranslationCode0
Counterfactual Risk Assessments, Evaluation, and FairnessCode0
Relevant Irrelevance: Generating Alterfactual Explanations for Image ClassifiersCode0
SurvCaus : Representation Balancing for Survival Causal InferenceCode0
ReMask: A Robust Information-Masking Approach for Domain Counterfactual GenerationCode0
CoPhy: Counterfactual Learning of Physical DynamicsCode0
A multi-criteria approach for selecting an explanation from the set of counterfactuals produced by an ensemble of explainersCode0
Generating collective counterfactual explanations in score-based classification via mathematical optimizationCode0
A Two-Stage Algorithm for Cost-Efficient Multi-instance Counterfactual ExplanationsCode0
Explaining image classifiers by removing input features using generative modelsCode0
Cooperative Knowledge Distillation: A Learner Agnostic ApproachCode0
Repairing without Retraining: Avoiding Disparate Impact with Counterfactual DistributionsCode0
An agent-based model of behaviour change calibrated to reversal learning dataCode0
Convex optimization for actionable \& plausible counterfactual explanationsCode0
Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business ProcessesCode0
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
Bayesian Networks for Causal Analysis in Socioecological SystemsCode0
A Survey on Natural Language Counterfactual GenerationCode0
Generating Likely Counterfactuals Using Sum-Product NetworksCode0
Convex Density Constraints for Computing Plausible Counterfactual ExplanationsCode0
Generating Pragmatic Examples to Train Neural Program SynthesizersCode0
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized RecommendationCode0
Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series ClassificationCode0
Generating Sparse Counterfactual Explanations For Multivariate Time SeriesCode0
Generating Survival Interpretable Trajectories and DataCode0
Counterfactual Reasoning for Multi-Label Image Classification via Patching-Based TrainingCode0
Generative AI for Validating Physics LawsCode0
Synomaly Noise and Multi-Stage Diffusion: A Novel Approach for Unsupervised Anomaly Detection in Ultrasound ImagingCode0
Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness settingCode0
Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent KnowledgeCode0
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