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counterfactual

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TitleStatusHype
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
Efficient computation of contrastive explanationsCode0
Efficient computation of counterfactual explanations of LVQ modelsCode0
Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival dataCode0
Efficient Classification with Counterfactual Reasoning and Active LearningCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Empowering Counterfactual Reasoning over Graph Neural Networks through InductivityCode0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
Peer-induced Fairness: A Causal Approach for Algorithmic Fairness AuditingCode0
Evidence from counterfactual tasks supports emergent analogical reasoning in large language modelsCode0
CLEVRER: CoLlision Events for Video REpresentation and ReasoningCode0
FairFlow: An Automated Approach to Model-based Counterfactual Data Augmentation For NLPCode0
DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World DataCode0
Counterfactual Concept Bottleneck ModelsCode0
FOCUS: Flexible Optimizable Counterfactual Explanations for Tree EnsemblesCode0
CLOMO: Counterfactual Logical Modification with Large Language ModelsCode0
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRICode0
Co^2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt TuningCode0
Δ- OPE: Off-Policy Estimation with Pairs of PoliciesCode0
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And DatasetCode0
Doubly Robust Kernel Statistics for Testing Distributional Treatment EffectsCode0
Aligning (Medical) LLMs for (Counterfactual) FairnessCode0
Double Robust Representation Learning for Counterfactual PredictionCode0
CF-OPT: Counterfactual Explanations for Structured PredictionCode0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
A Survey on Natural Language Counterfactual GenerationCode0
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to RankCode0
COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical imagesCode0
Dynamic Causal Collaborative FilteringCode0
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
CEval: A Benchmark for Evaluating Counterfactual Text GenerationCode0
Do LLMs Have the Generalization Ability in Conducting Causal Inference?Code0
Distinguishing Cause from Effect with Causal Velocity ModelsCode0
Distributional conformal predictionCode0
Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New PerspectiveCode0
AI-Assisted Discovery of Quantitative and Formal Models in Social ScienceCode0
CE-QArg: Counterfactual Explanations for Quantitative Bipolar Argumentation Frameworks (Technical Report)Code0
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical ImagingCode0
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias EvaluationCode0
Comprehensive Fair Meta-learned Recommender SystemCode0
Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects EstimationCode0
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property PredictionCode0
Explaining Groups of Points in Low-Dimensional RepresentationsCode0
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet ClassifiersCode0
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual AnalysisCode0
Conceptual Edits as Counterfactual ExplanationsCode0
Explaining Reject Options of Learning Vector Quantization ClassifiersCode0
CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing FlowsCode0
A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game TheoryCode0
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