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Selection bias

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Showing 251–275 of 365 papers

TitleStatusHype
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-JudgesCode0
Taking the Counterfactual Online: Efficient and Unbiased Online Evaluation for RankingCode0
Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility RulesCode0
Target contrastive pessimistic risk for robust domain adaptationCode0
Causal Inference from Text: Unveiling Interactions between VariablesCode0
Training Entire-Space Models for Target-oriented Opinion Words ExtractionCode0
Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data AugmentationCode0
Causality and Independence Enhancement for Biased Node ClassificationCode0
Improving Heterogeneous Model Reuse by Density EstimationCode0
Causal Machine Learning for Cost-Effective Allocation of Development AidCode0
Incentivizing Compliance with Algorithmic InstrumentsCode0
Addressing Correlated Latent Exogenous Variables in Debiased Recommender SystemsCode0
On the Effects of Irrelevant Variables in Treatment Effect Estimation with Deep DisentanglementCode0
A First Look at Selection Bias in Preference Elicitation for RecommendationCode0
The Bandwagon Effect: Not Just Another BiasCode0
Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational DataCode0
Sample Selection Bias in Evaluation of Prediction Performance of Causal ModelsCode0
Sample Selection Bias in Machine Learning for HealthcareCode0
Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality SelectionCode0
Interventional Video Grounding with Dual Contrastive LearningCode0
Sparse-Group Boosting with Balanced Selection Frequencies: A Simulation-Based Approach and R ImplementationCode0
Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech DatasetsCode0
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative ModelsCode0
Confidence on the Focal: Conformal Prediction with Selection-Conditional CoverageCode0
Active Structure Learning of Causal DAGs via Directed Clique TreeCode0
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