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counterfactual

Papers

Showing 19011925 of 2765 papers

TitleStatusHype
Gradient-based Counterfactual Explanations using Tractable Probabilistic Models0
Clinical outcome prediction under hypothetical interventions -- a representation learning framework for counterfactual reasoning0
Risk Sharing and the Adoption of the Euro0
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations0
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 sampling0
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 Framework0
An integrated debris environment assessment model0
Identification and Estimation of Dynamic Games with Unknown Information Structure0
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 Counterfactuals0
Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning0
Counterfactual Explanations for Natural Language InterfacesCode0
Counterfactual harm0
Integrating Prior Knowledge in Post-hoc Explanations0
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And DatasetCode0
Explainable Fairness in Recommendation0
Counterfactual Learning To Rank for Utility-Maximizing Query Autocompletion0
Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI0
From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles' Actions0
Finding Counterfactual Explanations through Constraint Relaxations0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Model-agnostic Counterfactual Synthesis Policy for Interactive Recommendation0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
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