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counterfactual

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When is using AI the rational choice? The importance of counterfactuals in AI deployment decisions—0
Counterfactual Inference under Thompson Sampling—0
Improving Counterfactual Truthfulness for Molecular Property Prediction through Uncertainty Quantification—0
Semiparametric Counterfactual RegressionCode0
The quasi-semantic competence of LLMs: a case study on the part-whole relation—0
A Causal Inference Framework for Data Rich Environments—0
All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning—0
When Counterfactual Reasoning Fails: Chaos and Real-World Complexity—0
WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation—0
Reinterpreting demand estimation—0
Towards Interpretable Counterfactual Generation via Multimodal Autoregression—0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series—0
PyUAT: Open-source Python framework for efficient and scalable cell trackingCode0
Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting—0
What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning—0
Diffusion Counterfactuals for Image RegressorsCode0
Inferring Treatment Effects in Large Panels by Uncovering Latent Similarities—0
Quantifying Symptom Causality in Clinical Decision Making: An Exploration Using CausaLM—0
EASI Drugs in the Streets of Colombia: Modeling Heterogeneous and Endogenous Drug Preferences—0
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals—0
LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused EvaluationCode0
Causal Links Between Anthropogenic Emissions and Air Pollution Dynamics in Delhi—0
Exploring Energy Landscapes for Minimal Counterfactual Explanations: Applications in Cybersecurity and Beyond—0
Generative AI for Validating Physics LawsCode0
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