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Selection bias

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Showing 51–100 of 365 papers

TitleStatusHype
Addressing Correlated Latent Exogenous Variables in Debiased Recommender SystemsCode0
Generalized Lee BoundsCode0
Improving Heterogeneous Model Reuse by Density EstimationCode0
Learning to Bound Counterfactual Inference from Observational, Biased and Randomised DataCode0
Robust Difference-in-differences ModelsCode0
Pre-training of Graph Augmented Transformers for Medication RecommendationCode0
Falsification before Extrapolation in Causal Effect EstimationCode0
Bounding Counterfactuals under Selection BiasCode0
An adaptive denoising recommendation algorithm for causal separation biasCode0
CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-JudgesCode0
Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function ApproachCode0
Never trust, always verify : a roadmap for Trustworthy AI?Code0
Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender SystemsCode0
ESCM^2: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate EstimationCode0
Entire Space Multi-Task Model: An Effective Approach for Estimating Post-Click Conversion RateCode0
Adversarial Balancing-based Representation Learning for Causal Effect Inference with Observational DataCode0
Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal InferenceCode0
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI SegmentationCode0
Effects of sampling skewness of the importance-weighted risk estimator on model selectionCode0
Double Robust Semi-Supervised Inference for the Mean: Selection Bias under MAR Labeling with Decaying OverlapCode0
EGEAN: An Exposure-Guided Embedding Alignment Network for Post-Click Conversion EstimationCode0
Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect EstimationCode0
Causal Machine Learning for Cost-Effective Allocation of Development AidCode0
Active Structure Learning of Causal DAGs via Directed Clique TreeCode0
Causality and Independence Enhancement for Biased Node ClassificationCode0
Does Interference Exist When Training a Once-For-All Network?Code0
A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way ParallelismCode0
Doubly Calibrated Estimator for Recommendation on Data Missing Not At RandomCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit FeedbackCode0
Active Structure Learning of Causal DAGs via Directed Clique TreesCode0
Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality SelectionCode0
A First Look at Selection Bias in Preference Elicitation for RecommendationCode0
Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun ResolutionCode0
Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech DatasetsCode0
GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language ModelsCode0
Decorrelated Clustering with Data Selection BiasCode0
Adaptive Unsupervised Self-training for Disfluency DetectionCode0
Augmented prediction of a true class for Positive Unlabeled data under selection biasCode0
Heterogeneous Random ForestCode0
Incentivizing Compliance with Algorithmic InstrumentsCode0
Learning Group Importance using the Differentiable Hypergeometric DistributionCode0
Sparse-Group Boosting with Balanced Selection Frequencies: A Simulation-Based Approach and R ImplementationCode0
Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative ModelsCode0
Decolonising Data Systems: Using Jyutping or Pinyin as tonal representations of Chinese names for data linkageCode0
Deep Counterfactual Networks with Propensity-DropoutCode0
Correcting for Selection Bias and Missing Response in Regression using Privileged InformationCode0
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian ProcessesCode0
Causal Inference from Text: Unveiling Interactions between VariablesCode0
A Debiased MDI Feature Importance Measure for Random ForestsCode0
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