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counterfactual

Papers

Showing 20012025 of 2765 papers

TitleStatusHype
Uncovering the Source of Machine Bias0
Unconditional Effects of General Policy Interventions0
CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning0
Towards Relatable Explainable AI with the Perceptual Process0
Counterfactual Memorization in Neural Language Models0
Prolog-based agnostic explanation module for structured pattern classification0
Learning Cooperative Multi-Agent Policies with Partial Reward Decoupling0
CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution0
Revisiting Game Representations: The Hidden Costs of Efficiency in Sequential Decision-making Algorithms0
Predicting treatment effects from observational studies using machine learning methods: A simulation study0
Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual ExplanationsCode0
U.S. Long-Term Earnings Outcomes by Sex, Race, Ethnicity, and Place of Birth0
Efficient counterfactual estimation in semiparametric discrete choice models: a note on Chiong, Hsieh, and Shum (2017)0
Ambiguous Dynamic Treatment Regimes: A Reinforcement Learning Approach0
Non parametric estimation of causal populations in a counterfactual scenario0
Enhancing Counterfactual Classification via Self-TrainingCode0
Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time0
Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates0
Counterfactual Fairness in Mortgage Lending via Matching and RandomizationCode0
Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems0
Counterfactual Explanations via Latent Space Projection and Interpolation0
Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis0
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models0
DeDUCE: Generating Counterfactual Explanations EfficientlyCode0
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