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Selection bias

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Showing 101–125 of 365 papers

TitleStatusHype
Robustly Improving Bandit Algorithms with Confounded and Selection Biased Offline Data: A Causal Approach—0
Selective Inference for Changepoint detection by Recurrent Neural NetworkCode0
An adaptive denoising recommendation algorithm for causal separation biasCode0
Towards a Transportable Causal Network Model Based on Observational Healthcare Data—0
Causal Inference from Text: Unveiling Interactions between VariablesCode0
Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models—0
Optimal Transport for Treatment Effect Estimation—0
Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data AugmentationCode0
Analyzing User Characteristics of Hate Speech Spreaders on Social Media—0
Phenotype selection due to mutational robustness—0
Pre-Training LiDAR-Based 3D Object Detectors Through ColorizationCode0
Batch-Mix Negative Sampling for Learning Recommendation RetrieversCode0
Combating Label Noise With A General Surrogate Model For Sample Selection—0
Causality and Independence Enhancement for Biased Node ClassificationCode0
Rethinking Large-scale Pre-ranking System: Entire-chain Cross-domain ModelsCode0
A Double Machine Learning Approach for the Evaluation of COVID-19 Vaccine Effectiveness under the Test-Negative Design: Analysis of Québec Administrative DataCode0
Hire When You Need to: Gradual Participant Recruitment for Auction-based Federated Learning—0
Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in AudioCode0
RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR PredictionCode0
HANS, are you clever? Clever Hans Effect Analysis of Neural Systems—0
Correcting Selection Bias in Standardized Test Comparisons—0
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative ModelsCode0
On Prediction Feature Assignment in the Heckman Selection Model—0
A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions—0
Using representation balancing to learn conditional-average dose responses from clustered dataCode0
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