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counterfactual

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TitleStatusHype
Optimal Transport for Counterfactual Estimation: A Method for Causal InferenceCode0
Text-to-Image Models for Counterfactual Explanations: a Black-Box ApproachCode0
Counterfactual Learning with Multioutput Deep KernelsCode0
Inducing Causal Structure for Interpretable Neural Networks Applied to Glucose Prediction for T1DM PatientsCode0
Optimal Transport on Categorical Data for Counterfactuals using Compositional Data and Dirichlet TransportCode0
Safe Deployment for Counterfactual Learning to Rank with Exposure-Based Risk MinimizationCode0
Industrial-Grade Time-Dependent Counterfactual Root Cause Analysis through the Unanticipated Point of Incipient Failure: a Proof of ConceptCode0
CODEX: A Cluster-Based Method for Explainable Reinforcement LearningCode0
Safe Exploration for Optimizing Contextual BanditsCode0
Ordered Counterfactual Explanation by Mixed-Integer Linear OptimizationCode0
SAFE-RL: Saliency-Aware Counterfactual Explainer for Deep Reinforcement Learning PoliciesCode0
Adversarial Distribution Balancing for Counterfactual ReasoningCode0
SAGED: A Holistic Bias-Benchmarking Pipeline for Language Models with Customisable Fairness CalibrationCode0
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language ModelsCode0
Addressing Both Statistical and Causal Gender Fairness in NLP ModelsCode0
Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance AgreementCode0
Counterfactual Learning to Rank using Heterogeneous Treatment Effect EstimationCode0
Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric AssessmentsCode0
In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect EstimationCode0
Mend The Learning Approach, Not the Data: Insights for Ranking E-Commerce ProductsCode0
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement LearningCode0
PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive LearningCode0
Integrating Markov processes with structural causal modeling enables counterfactual inference in complex systemsCode0
Co^2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt TuningCode0
CLOMO: Counterfactual Logical Modification with Large Language ModelsCode0
ParKCa: Causal Inference with Partially Known CausesCode0
A Geometric Notion of Causal ProbingCode0
SARDINE: A Simulator for Automated Recommendation in Dynamic and Interactive EnvironmentsCode0
Learning Model-Agnostic Counterfactual Explanations for Tabular DataCode0
Partial Counterfactual Identification of Continuous Outcomes with a Curvature Sensitivity ModelCode0
Intermediate Entity-based Sparse Interpretable Representation LearningCode0
Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution BehaviorsCode0
Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable RecoursesCode0
Counterfactual Learning from Human Proofreading Feedback for Semantic ParsingCode0
2D-Shapley: A Framework for Fragmented Data ValuationCode0
TraCE: Trajectory Counterfactual Explanation ScoresCode0
Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPsCode0
Interpretable ECG Analysis for Myocardial Infarction Detection through CounterfactualsCode0
ScEdit: Script-based Assessment of Knowledge EditingCode0
Interpretable Knowledge Tracing via Response Influence-based Counterfactual ReasoningCode0
Attribution of Predictive Uncertainties in Classification ModelsCode0
Counterfactual Language Model Adaptation for Suggesting PhrasesCode0
Interpretable Sequence Classification via Discrete OptimizationCode0
"What if?" in Probabilistic Logic ProgrammingCode0
Counterfactual Concept Bottleneck ModelsCode0
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy ObservationsCode0
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual ExplanationsCode0
Interrogating the Explanatory Power of Attention in Neural Machine TranslationCode0
Intersection of Parallels as an Early Stopping CriterionCode0
Interval Abstractions for Robust Counterfactual ExplanationsCode0
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