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counterfactual

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Showing 1751–1800 of 2765 papers

TitleStatusHype
Features of Explainability: How users understand counterfactual and causal explanations for categorical and continuous features in XAI—0
From Spoken Thoughts to Automated Driving Commentary: Predicting and Explaining Intelligent Vehicles' Actions—0
auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event DataCode2
Causal Transformer for Estimating Counterfactual OutcomesCode1
Global Counterfactual Explanations: Investigations, Implementations and ImprovementsCode1
Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC AlgorithmCode1
Finding Counterfactual Explanations through Constraint Relaxations—0
Knowledge Infused DecodingCode1
CIRS: Bursting Filter Bubbles by Counterfactual Interactive Recommender SystemCode1
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Model-agnostic Counterfactual Synthesis Policy for Interactive Recommendation—0
Implicit Feedback for Dense Passage Retrieval: A Counterfactual ApproachCode0
Doubly-Robust Estimation for Correcting Position-Bias in Click Feedback for Unbiased Learning to RankCode0
Counterfactual Cycle-Consistent Learning for Instruction Following and Generation in Vision-Language NavigationCode1
SurvCaus : Representation Balancing for Survival Causal InferenceCode0
Estimating Nonlinear Network Data Models with Fixed Effects—0
Diffusion Models for Counterfactual ExplanationsCode1
Cycle-Consistent Counterfactuals by Latent Transformations—0
Identifying Peer Influence in Therapeutic Communities Adjusting for Latent HomophilyCode0
Effective Explanations for Entity Resolution ModelsCode0
Making Heads or Tails: Towards Semantically Consistent Visual CounterfactualsCode1
Conceptual Edits as Counterfactual ExplanationsCode0
School-age Vaccination, School Openings and Covid-19 diffusion—0
Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal—0
Predictor Selection for Synthetic Controls—0
Diverse Counterfactual Explanations for Anomaly Detection in Time Series—0
On the Computation of Necessary and Sufficient Explanations—0
Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents—0
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task RegressionCode0
Counterfactual Inference of Second OpinionsCode0
Measuring Fairness of Text Classifiers via Prediction Sensitivity—0
CaRTS: Causality-driven Robot Tool Segmentation from Vision and Kinematics DataCode1
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification—0
Identifiability of Causal-based Fairness Notions: A State of the Art—0
Multi-Task Adversarial Learning for Treatment Effect Estimation in Basket Trials—0
Align-Deform-Subtract: An Interventional Framework for Explaining Object Differences—0
Structural & Granger CAUSALITY for IoT Digital Twin—0
Choice and Attention across Time—0
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and ClassificationCode0
Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black BoxCode0
Translational Lung Imaging Analysis Through Disentangled Representations—0
Reasoning about Counterfactuals to Improve Human Inverse Reinforcement LearningCode0
Counterfactually Evaluating Explanations in Recommender Systems—0
MERIt: Meta-Path Guided Contrastive Learning for Logical ReasoningCode1
Selection, Ignorability and Challenges With Causal Fairness—0
Disentangling Long and Short-Term Interests for RecommendationCode1
On Learning and Testing of Counterfactual Fairness through Data Preprocessing—0
DoCoGen: Domain Counterfactual Generation for Low Resource Domain AdaptationCode1
Counterfactual Explanations for Predictive Business Process Monitoring—0
Predicting the impact of treatments over time with uncertainty aware neural differential equationsCode0
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