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counterfactual

Papers

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TitleStatusHype
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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