| Analyzing User Characteristics of Hate Speech Spreaders on Social Media | Oct 24, 2023 | Causal InferenceSelection bias | —Unverified | 0 |
| Fairness Violations and Mitigation under Covariate Shift | Nov 2, 2019 | Domain AdaptationFairness | —Unverified | 0 |
| Fair Regression under Sample Selection Bias | Oct 8, 2021 | AttributeFairness | —Unverified | 0 |
| CETransformer: Casual Effect Estimation via Transformer Based Representation Learning | Jul 19, 2021 | counterfactualRepresentation Learning | —Unverified | 0 |
| Fast and More Powerful Selective Inference for Sparse High-order Interaction Model | Jun 9, 2021 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Fast Distributionally Robust Learning with Variance Reduced Min-Max Optimization | Apr 27, 2021 | BIG-bench Machine LearningSelection bias | —Unverified | 0 |
| Federated Learning in the Presence of Adversarial Client Unavailability | May 31, 2023 | Federated LearningSelection bias | —Unverified | 0 |
| Treatment Effects with Targeting Instruments | Jul 20, 2020 | counterfactualSelection bias | —Unverified | 0 |
| Filtering Context Mitigates Scarcity and Selection Bias in Political Ideology Prediction | Feb 1, 2023 | Selection bias | —Unverified | 0 |
| From Lazy to Prolific: Tackling Missing Labels in Open Vocabulary Extreme Classification by Positive-Unlabeled Sequence Learning | Aug 16, 2024 | Extreme Multi-Label ClassificationKeyphrase Generation | —Unverified | 0 |
| Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems | May 8, 2024 | Information RetrievalLearning-To-Rank | —Unverified | 0 |
| ChorusCVR: Chorus Supervision for Entire Space Post-Click Conversion Rate Modeling | Feb 12, 2025 | counterfactualRecommendation Systems | —Unverified | 0 |
| Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies | Oct 3, 2020 | Distributed OptimizationFederated Learning | —Unverified | 0 |
| Generalizing experimental findings: identification beyond adjustments | Jun 14, 2022 | Selection bias | —Unverified | 0 |
| Generalizing Off-Policy Learning under Sample Selection Bias | Dec 2, 2021 | Selection bias | —Unverified | 0 |
| Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders | Jan 17, 2025 | Selection bias | —Unverified | 0 |
| Combating Label Noise With A General Surrogate Model For Sample Selection | Oct 16, 2023 | MemorizationSelection bias | —Unverified | 0 |
| Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation | Jul 6, 2023 | counterfactualSelection bias | —Unverified | 0 |
| Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection | Dec 20, 2022 | Information RetrievalRetrieval | —Unverified | 0 |
| Graph Out-of-Distribution Generalization with Controllable Data Augmentation | Aug 16, 2023 | Data AugmentationGraph Classification | —Unverified | 0 |
| Group Average Treatment Effects for Observational Studies | Nov 7, 2019 | Selection bias | —Unverified | 0 |
| HANS, are you clever? Clever Hans Effect Analysis of Neural Systems | Sep 21, 2023 | Decision MakingMultiple-choice | —Unverified | 0 |
| Heckman-Selection or Two-Part models for alcohol studies? Depends | Dec 20, 2021 | Selection biasSurvey | —Unverified | 0 |
| Reducing Selection Bias in Large Language Models | Jan 29, 2024 | Decision MakingObject | —Unverified | 0 |
| Hidden Biases in Unreliable News Detection Datasets | Apr 20, 2021 | ArticlesFact Checking | —Unverified | 0 |