| 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 |
| 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 |
| 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 |
| Social Interactions in Endogenous Groups | Jun 2, 2023 | Selection bias | —Unverified | 0 |
| Publicly available datasets of breast histopathology H&E whole-slide images: A scoping review | Jun 2, 2023 | ArticlesDeep Learning | —Unverified | 0 |
| Federated Learning in the Presence of Adversarial Client Unavailability | May 31, 2023 | Federated LearningSelection bias | —Unverified | 0 |
| A Robust Classifier Under Missing-Not-At-Random Sample Selection Bias | May 25, 2023 | Robust classificationSelection bias | —Unverified | 0 |
| Prompting Large Language Models for Counterfactual Generation: An Empirical Study | May 24, 2023 | counterfactualData Augmentation | —Unverified | 0 |
| Improving Heterogeneous Model Reuse by Density Estimation | May 23, 2023 | Density Estimationmodel | CodeCode Available | 0 |
| The Decaying Missing-at-Random Framework: Model Doubly Robust Causal Inference with Partially Labeled Data | May 22, 2023 | Causal InferencePartially Labeled Datasets | —Unverified | 0 |
| On Bias and Fairness in NLP: Investigating the Impact of Bias and Debiasing in Language Models on the Fairness of Toxicity Detection | May 22, 2023 | ClassificationFairness | —Unverified | 0 |
| Risk Assessment of Lymph Node Metastases in Endometrial Cancer Patients: A Causal Approach | May 17, 2023 | Causal DiscoveryImputation | —Unverified | 0 |
| Causal Interventions-based Few-Shot Named Entity Recognition | May 3, 2023 | Few-Shot Learningfew-shot-ner | —Unverified | 0 |