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counterfactual

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Showing 1851–1900 of 2765 papers

TitleStatusHype
REST: Debiased Social Recommendation via Reconstructing Exposure StrategiesCode0
COIN: Counterfactual Image Generation for VQA Interpretation—0
Learning Fair Node Representations with Graph Counterfactual FairnessCode1
Uncovering the Source of Machine Bias—0
Unconditional Effects of General Policy Interventions—0
CausalKG: Causal Knowledge Graph Explainability using interventional and counterfactual reasoning—0
BITES: Balanced Individual Treatment Effect for Survival dataCode1
Debiased Learning from Naturally Imbalanced Pseudo-LabelsCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
Towards Relatable Explainable AI with the Perceptual Process—0
Counterfactual Memorization in Neural Language Models—0
Prolog-based agnostic explanation module for structured pattern classification—0
Learning Cooperative Multi-Agent Policies with Partial Reward Decoupling—0
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language ModelsCode1
CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution—0
Predicting treatment effects from observational studies using machine learning methods: A simulation study—0
Revisiting Game Representations: The Hidden Costs of Efficiency in Sequential Decision-making Algorithms—0
Analyzing and Improving the Robustness of Tabular Classifiers using Counterfactual ExplanationsCode0
U.S. Long-Term Earnings Outcomes by Sex, Race, Ethnicity, and Place of Birth—0
Unsupervised Editing for Counterfactual StoriesCode1
Efficient counterfactual estimation in semiparametric discrete choice models: a note on Chiong, Hsieh, and Shum (2017)—0
Ambiguous Dynamic Treatment Regimes: A Reinforcement Learning Approach—0
Non parametric estimation of causal populations in a counterfactual scenario—0
Enhancing Counterfactual Classification via Self-TrainingCode0
Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time—0
Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates—0
Counterfactual Fairness in Mortgage Lending via Matching and RandomizationCode0
FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space OptimizationCode1
Counterfactual Explanations via Latent Space Projection and Interpolation—0
Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems—0
Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis—0
Inducing Causal Structure for Interpretable Neural NetworksCode1
SyncTwin: Treatment Effect Estimation with Longitudinal OutcomesCode1
Generating High-Quality Explanations for Navigation in Partially-Revealed EnvironmentsCode0
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models—0
DeDUCE: Generating Counterfactual Explanations EfficientlyCode0
Multi-objective Explanations of GNN Predictions—0
MCCE: Monte Carlo sampling of realistic counterfactual explanationsCode0
Growth, Inequality and Declining Business Dynamism in a Unified Schumpeter Mark I + II Model—0
STEEX: Steering Counterfactual Explanations with SemanticsCode1
Retrieval-guided Counterfactual Generation for QA—0
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models—0
Measuring Fairness of Text Classifiers via Prediction Sensitivity—0
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation—0
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions—0
Causal policy ranking—0
Counterfactual Temporal Point ProcessesCode1
Explainable AI for Psychological Profiling from Digital Footprints: A Case Study of Big Five Personality Predictions from Spending Data—0
Learning Generalized Gumbel-max Causal Mechanisms—0
Counterfactual Explanations for Models of CodeCode0
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