| Correcting Selection Bias in Standardized Test Comparisons | Sep 19, 2023 | counterfactualSelection bias | —Unverified | 0 |
| Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models | Sep 16, 2023 | Age/Bias-conflictingBias Detection | CodeCode Available | 0 |
| On Prediction Feature Assignment in the Heckman Selection Model | Sep 14, 2023 | PredictionSelection bias | —Unverified | 0 |
| Large Language Models Are Not Robust Multiple Choice Selectors | Sep 7, 2023 | Computational EfficiencyMultiple-choice | CodeCode Available | 1 |
| A Causal Perspective on Loan Pricing: Investigating the Impacts of Selection Bias on Identifying Bid-Response Functions | Sep 7, 2023 | Causal InferenceSelection bias | —Unverified | 0 |
| Using representation balancing to learn conditional-average dose responses from clustered data | Sep 7, 2023 | BenchmarkingCausal Inference | CodeCode Available | 0 |
| Choice Architecture, Privacy Valuations, and Selection Bias in Consumer Data | Aug 25, 2023 | Decision MakingSelection bias | —Unverified | 0 |
| Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach | Aug 23, 2023 | Diagnosticparameter estimation | CodeCode Available | 0 |
| A Counterfactual Fair Model for Longitudinal Electronic Health Records via Deconfounder | Aug 22, 2023 | counterfactualFairness | —Unverified | 0 |
| An Online Multiple Kernel Parallelizable Learning Scheme | Aug 19, 2023 | Selection bias | —Unverified | 0 |
| Graph Out-of-Distribution Generalization with Controllable Data Augmentation | Aug 16, 2023 | Data AugmentationGraph Classification | —Unverified | 0 |
| Addressing Distribution Shift in RTB Markets via Exponential Tilting | Aug 14, 2023 | Binary ClassificationSelection bias | —Unverified | 0 |
| Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction | Aug 9, 2023 | PredictionRecommendation Systems | —Unverified | 0 |
| Causal Interpretation of Linear Social Interaction Models with Endogenous Networks | Aug 8, 2023 | Selection biasvalid | —Unverified | 0 |
| Approximating Counterfactual Bounds while Fusing Observational, Biased and Randomised Data Sources | Jul 31, 2023 | counterfactualSelection bias | —Unverified | 0 |
| Treatment Outcome Prediction for Intracerebral Hemorrhage via Generative Prognostic Model with Imaging and Tabular Data | Jul 24, 2023 | Selection bias | CodeCode Available | 1 |
| Modeling Orders of User Behaviors via Differentiable Sorting: A Multi-task Framework to Predicting User Post-click Conversion | Jul 18, 2023 | Multi-Task LearningSelection bias | —Unverified | 0 |
| ESMC: Entire Space Multi-Task Model for Post-Click Conversion Rate via Parameter Constraint | Jul 18, 2023 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation | Jul 6, 2023 | counterfactualSelection bias | —Unverified | 0 |
| What Makes ImageNet Look Unlike LAION | Jun 27, 2023 | counterfactualImage Captioning | CodeCode Available | 1 |
| Learning under Selective Labels with Data from Heterogeneous Decision-makers: An Instrumental Variable Approach | Jun 13, 2023 | Decision MakingSelection bias | —Unverified | 0 |
| Skellam Rank: Fair Learning to Rank Algorithm Based on Poisson Process and Skellam Distribution for Recommender Systems | Jun 11, 2023 | FairnessLearning-To-Rank | —Unverified | 0 |
| Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao | Jun 6, 2023 | Click-Through Rate PredictionData Augmentation | —Unverified | 0 |
| Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review | Jun 2, 2023 | ArticlesDeep Learning | —Unverified | 0 |
| Social Interactions in Endogenous Groups | Jun 2, 2023 | Selection bias | —Unverified | 0 |