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counterfactual

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Showing 1901–1950 of 2765 papers

TitleStatusHype
Gradient-based Counterfactual Explanations using Tractable Probabilistic Models—0
Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning—0
Risk Sharing and the Adoption of the Euro—0
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations—0
Can counterfactual explanations of AI systems' predictions skew lay users' causal intuitions about the world? If so, can we correct for that?Code0
Low-variance estimation in the Plackett-Luce model via quasi-Monte Carlo sampling—0
Keep Your Friends Close and Your Counterfactuals Closer: Improved Learning From Closest Rather Than Plausible Counterfactual Explanations in an Abstract SettingCode0
Stable Outcomes and Information in Games: An Empirical Framework—0
An integrated debris environment assessment model—0
Identification and Estimation of Dynamic Games with Unknown Information Structure—0
Let's Go to the Alien Zoo: Introducing an Experimental Framework to Study Usability of Counterfactual Explanations for Machine LearningCode0
SparCAssist: A Model Risk Assessment Assistant Based on Sparse Generated Counterfactuals—0
Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning—0
Counterfactual Explanations for Natural Language InterfacesCode0
Counterfactual harm—0
Integrating Prior Knowledge in Post-hoc Explanations—0
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And DatasetCode0
Explainable Fairness in Recommendation—0
Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion—0
Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI—0
From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles' Actions—0
Finding Counterfactual Explanations through Constraint Relaxations—0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Model-agnostic Counterfactual Synthesis Policy for Interactive Recommendation—0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to RankCode0
Estimating Nonlinear Network Data Models with Fixed Effects—0
SurvCaus : Representation Balancing for Survival Causal InferenceCode0
Cycle-Consistent Counterfactuals by Latent Transformations—0
Identifying Peer Influence in Therapeutic Communities Adjusting for Latent HomophilyCode0
Effective Explanations for Entity Resolution ModelsCode0
Conceptual Edits as Counterfactual ExplanationsCode0
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal—0
School-age Vaccination, School Openings and Covid-19 diffusion—0
Predictor Selection for Synthetic Controls—0
Diverse Counterfactual Explanations for Anomaly Detection in Time Series—0
On the Computation of Necessary and Sufficient Explanations—0
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents—0
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task RegressionCode0
Counterfactual Inference of Second OpinionsCode0
Measuring Fairness of Text Classifiers via Prediction Sensitivity—0
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification—0
Identifiability of Causal-based Fairness Notions: A State of the Art—0
Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials—0
Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences—0
Structural & Granger CAUSALITY for IoT Digital Twin—0
Choice and Attention across Time—0
Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black BoxCode0
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and ClassificationCode0
Translational Lung Imaging Analysis Through Disentangled Representations—0
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