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Selection bias

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Showing 76–100 of 365 papers

TitleStatusHype
Revisiting Counterfactual Regression through the Lens of Gromov-Wasserstein Information BottleneckCode0
Challenging Gradient Boosted Decision Trees with Tabular Transformers for Fraud Detection at Booking.com—0
The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems—0
Sample Selection Bias in Machine Learning for HealthcareCode0
Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems—0
A Model-based Multi-Agent Personalized Short-Video Recommender System—0
A First Look at Selection Bias in Preference Elicitation for RecommendationCode0
Be Aware of the Neighborhood Effect: Modeling Selection Bias under InterferenceCode0
Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender SystemsCode0
A Nonresponse Bias Correction using Nonrandom Followup with an Application to the Gender Entrepreneurship Gap—0
Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect EstimationCode0
How to be fair? A study of label and selection bias—0
Confidence on the Focal: Conformal Prediction with Selection-Conditional CoverageCode0
Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift—0
Doubly Calibrated Estimator for Recommendation on Data Missing Not At RandomCode0
Sample-Efficient Linear Regression with Self-Selection Bias—0
CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation—0
Continuous Treatment Effects with Surrogate Outcomes—0
Causal Machine Learning for Cost-Effective Allocation of Development AidCode0
The Carbon Premium: Correlation or Causation? Evidence from S&P 500 Companies—0
Reducing Selection Bias in Large Language Models—0
Modeling Latent Selection with Structural Causal Models—0
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way ParallelismCode0
Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach—0
Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality SelectionCode0
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