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counterfactual

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Showing 701–750 of 2765 papers

TitleStatusHype
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
Fast Inference of Removal-Based Node InfluenceCode0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
Errudite: Scalable, Reproducible, and Testable Error AnalysisCode0
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial DomainsCode0
Finding Memo: Extractive Memorization in Constrained Sequence Generation TasksCode0
Counterfactual Explanations as Interventions in Latent SpaceCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Counterfactual Inference of Second OpinionsCode0
Flexible and Robust Counterfactual Explanations with Minimal Satisfiable PerturbationsCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
Causal Expectation-MaximisationCode0
Efficient Search for Diverse Coherent ExplanationsCode0
For Better or Worse: The Impact of Counterfactual Explanations' Directionality on User Behavior in xAICode0
Achieving Counterfactual Fairness for Anomaly DetectionCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
From Feature Importance to Natural Language Explanations Using LLMs with RAGCode0
Counterfactual Language Model Adaptation for Suggesting PhrasesCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Estimating heterogeneous survival treatment effect in observational data using machine learningCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
GANMEX: One-vs-One Attributions Guided by GAN-based Counterfactual Explanation BaselinesCode0
Can counterfactual explanations of AI systems' predictions skew lay users' causal intuitions about the world? If so, can we correct for that?Code0
Efficient computation of contrastive explanationsCode0
An exact counterfactual-example-based approach to tree-ensemble models interpretabilityCode0
Chain of Visual Perception: Harnessing Multimodal Large Language Models for Zero-shot Camouflaged Object DetectionCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Counterfactual Learning to Rank using Heterogeneous Treatment Effect EstimationCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Counterfactual Learning with Multioutput Deep KernelsCode0
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented DataCode0
Counterfactually Comparing Abstaining ClassifiersCode0
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial NetworksCode0
Counterfactually Fair Prediction Using Multiple Causal ModelsCode0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic ControlsCode0
Counterfactually Fair RepresentationCode0
Causal Inference for Knowledge Graph based RecommendationCode0
Counterfactual Explanation Algorithms for Behavioral and Textual DataCode0
Counterfactually Probing Language Identity in Multilingual ModelsCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Counterfactual Maximum Likelihood Estimation for Training Deep NetworksCode0
Effective Explanations for Entity Resolution ModelsCode0
Neural Replicator DynamicsCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge ConceptsCode0
Counterfactual MRI Data Augmentation using Conditional Denoising Diffusion Generative ModelsCode0
Counterfactual Explainer Framework for Deep Reinforcement Learning Models Using Policy DistillationCode0
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep CounterfactualsCode0
Δ- OPE: Off-Policy Estimation with Pairs of PoliciesCode0
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