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counterfactual

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Showing 1001–1050 of 2765 papers

TitleStatusHype
An agent-based model of behaviour change calibrated to reversal learning dataCode0
Evidence from counterfactual tasks supports emergent analogical reasoning in large language modelsCode0
Exogenous Matching: Learning Good Proposals for Tractable Counterfactual EstimationCode0
Using Instruction-Tuned Large Language Models to Identify Indicators of Vulnerability in Police Incident NarrativesCode0
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data LandscapesCode0
Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual ThinkingCode0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
Evaluating the Reliability of Self-Explanations in Large Language ModelsCode0
Does It Make Sense to Explain a Black Box With Another Black Box?Code0
Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity TypingCode0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Errudite: Scalable, Reproducible, and Testable Error AnalysisCode0
Do LLMs Have the Generalization Ability in Conducting Causal Inference?Code0
Consistent Document-Level Relation Extraction via CounterfactualsCode0
Estimating heterogeneous survival treatment effect in observational data using machine learningCode0
Ensemble of Counterfactual ExplainersCode0
What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement LearningCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias EvaluationCode0
Double Robust Representation Learning for Counterfactual PredictionCode0
Learning Models for Actionable RecourseCode0
Evaluating vaccine allocation strategies using simulation-assisted causal modellingCode0
Enhancing Counterfactual Classification via Self-TrainingCode0
Endogenous Macrodynamics in Algorithmic RecourseCode0
Enhancing Metabolic Syndrome Prediction with Hybrid Data Balancing and CounterfactualsCode0
Δ- OPE: Off-Policy Estimation with Pairs of PoliciesCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World DataCode0
Constructions are Revealed in Word DistributionsCode0
Causal Expectation-MaximisationCode0
Enhancing Model Robustness and Fairness with Causality: A Regularization ApproachCode0
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRICode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black BoxCode0
Efficient computation of contrastive explanationsCode0
Dynamic Causal Collaborative FilteringCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Efficient Search for Diverse Coherent ExplanationsCode0
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And DatasetCode0
Effective Explanations for Entity Resolution ModelsCode0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Doubly Robust Kernel Statistics for Testing Distributional Treatment EffectsCode0
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to RankCode0
An effect analysis of the balancing techniques on the counterfactual explanations of student success prediction modelsCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAICode0
Heterogeneous-Agent Trajectory Forecasting Incorporating Class UncertaintyCode0
Model Agnostic Local Explanations of RejectCode0
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