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Selection bias

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Showing 101–150 of 365 papers

TitleStatusHype
Be Aware of the Neighborhood Effect: Modeling Selection Bias under InterferenceCode0
Causality and Independence Enhancement for Biased Node ClassificationCode0
Counterfactual Prediction Under Outcome Measurement ErrorCode0
Consistent Range Approximation for Fair Predictive ModelingCode0
Generalized Lee BoundsCode0
DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer LearningCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
Debiased Bayesian inference for average treatment effectsCode0
Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm EvaluationCode0
The Structurally Complex with Additive Parent Causality (SCARY) DatasetCode0
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative ModelsCode0
Incentivizing Compliance with Algorithmic InstrumentsCode0
Decorrelated Clustering with Data Selection BiasCode0
Pre-training of Graph Augmented Transformers for Medication RecommendationCode0
Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection BiasCode0
Heterogeneous Random ForestCode0
Bounding Counterfactuals under Selection BiasCode0
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance WeightingCode0
A Debiased MDI Feature Importance Measure for Random ForestsCode0
Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data AugmentationCode0
It Is Different When Items Are Older: Debiasing Recommendations When Selection Bias and User Preferences Are DynamicCode0
Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect EstimationCode0
Robust Difference-in-differences ModelsCode0
GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language ModelsCode0
Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender SystemsCode0
When Selection Meets Intervention: Additional Complexities in Causal DiscoveryCode0
Doubly Calibrated Estimator for Recommendation on Data Missing Not At RandomCode0
Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying OverlapCode0
Does Interference Exist When Training a Once-For-All Network?Code0
Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun ResolutionCode0
AAA: Fair Evaluation for Abuse Detection Systems WantedCode0
Falsification before Extrapolation in Causal Effect EstimationCode0
Effects of sampling skewness of the importance-weighted risk estimator on model selectionCode0
EGEAN: An Exposure-Guided Embedding Alignment Network for Post-Click Conversion EstimationCode0
Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit FeedbackCode0
Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal InferenceCode0
Causal Inference from Text: Unveiling Interactions between VariablesCode0
Using representation balancing to learn conditional-average dose responses from clustered dataCode0
Improving Heterogeneous Model Reuse by Density EstimationCode0
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion RateCode0
Interventional Video Grounding with Dual Contrastive LearningCode0
Sparse-Group Boosting with Balanced Selection Frequencies: A Simulation-Based Approach and R ImplementationCode0
Never trust, always verify : a roadmap for Trustworthy AI?Code0
Rethinking recidivism through a causal lensCode0
Distinguishing cause from effect using observational data: methods and benchmarks—0
Can Many-Shot In-Context Learning Help LLMs as Evaluators? A Preliminary Empirical Study—0
CAMTA: Causal Attention Model for Multi-touch Attribution—0
Determinants of the Spousal Age Gap in India: Analysis of Indian Microdata—0
Breaking Ties: Regression Discontinuity Design Meets Market Design—0
An Analysis of Selection Bias Issue for Online Advertising—0
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