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counterfactual

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TitleStatusHype
Learning Models for Actionable RecourseCode0
State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual PredictionCode0
COSY: COunterfactual SYntax for Cross-Lingual UnderstandingCode0
Cost-of-Pass: An Economic Framework for Evaluating Language ModelsCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
Diffusion-based Visual Counterfactual Explanations -- Towards Systematic Quantitative EvaluationCode0
COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised LearningCode0
Addressing Both Statistical and Causal Gender Fairness in NLP ModelsCode0
CORE: A Retrieve-then-Edit Framework for Counterfactual Data GenerationCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
Diffusion Model in Causal Inference with Unmeasured ConfoundersCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Ensemble of Counterfactual ExplainersCode0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
CoPhy: Counterfactual Learning of Physical DynamicsCode0
Causal Expectation-MaximisationCode0
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal InferenceCode0
Combining No-regret and Q-learningCode0
TabPert : An Effective Platform for Tabular PerturbationCode0
ALMANACS: A Simulatability Benchmark for Language Model ExplainabilityCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Cooperative Knowledge Distillation: A Learner Agnostic ApproachCode0
Convex optimization for actionable \& plausible counterfactual explanationsCode0
Efficient Search for Diverse Coherent ExplanationsCode0
Convex Density Constraints for Computing Plausible Counterfactual ExplanationsCode0
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting FrameworkCode0
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual ExplanationsCode0
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction SetsCode0
Controllable Sequence Editing for Biological and Clinical TrajectoriesCode0
The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual ExplanationsCode0
The impact of Covid-19 vaccination in Aotearoa New Zealand: a modelling studyCode0
Beyond Known Reality: Exploiting Counterfactual Explanations for Medical ResearchCode0
Beyond classical Hamilton's Rule. State distribution asymmetry and the dynamics of altruismCode0
The Sensitivity of Counterfactual Fairness to Unmeasured ConfoundingCode0
Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question AnsweringCode0
An age-structured SEIR model for COVID--19 incidence in Dublin, Ireland with framework for evaluating health intervention costCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed CounterfactualsCode0
Efficient computation of contrastive explanationsCode0
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves EstimationCode0
Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel SmoothingCode0
An agent-based model of behaviour change calibrated to reversal learning dataCode0
COMRECGC: Global Graph Counterfactual Explainer through Common RecourseCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
Towards Characterizing Domain Counterfactuals For Invertible Latent Causal ModelsCode0
Towards Conceptualization of "Fair Explanation": Disparate Impacts of anti-Asian Hate Speech Explanations on Content ModeratorsCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
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