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Selection bias

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Showing 51–100 of 365 papers

TitleStatusHype
Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and ArenaCode2
Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice SelectorsCode0
Sparse-Group Boosting with Balanced Selection Frequencies: A Simulation-Based Approach and R ImplementationCode0
Jump-teaching: Ultra Efficient and Robust Learning with Noisy Label—0
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
Reducing Selection Bias in Large Language Models—0
The Carbon Premium: Correlation or Causation? Evidence from S&P 500 Companies—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
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
Phenotype selection due to mutational robustness—0
Analyzing User Characteristics of Hate Speech Spreaders on Social Media—0
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection BiasCode1
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
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