| Consistent Range Approximation for Fair Predictive Modeling | Dec 21, 2022 | FairnessSelection bias | CodeCode Available | 0 |
| Unbiased Top-k Learning to Rank with Causal Likelihood Decomposition | Apr 2, 2022 | Learning-To-RankPosition | CodeCode Available | 0 |
| DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer Learning | Sep 30, 2024 | DiversityDomain Adaptation | CodeCode Available | 0 |
| Uncertainty Calibration for Counterfactual Propensity Estimation in Recommendation | Mar 23, 2023 | counterfactualGeneralization Bounds | CodeCode Available | 0 |
| Debiased Bayesian inference for average treatment effects | Sep 26, 2019 | Bayesian InferenceCausal Inference | CodeCode Available | 0 |
| Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering | Jun 7, 2022 | Selection biasUnsupervised Spatial Clustering | CodeCode Available | 0 |
| When Selection Meets Intervention: Additional Complexities in Causal Discovery | Mar 10, 2025 | Causal Discoverycounterfactual | CodeCode Available | 0 |
| Decolonising Data Systems: Using Jyutping or Pinyin as tonal representations of Chinese names for data linkage | Sep 6, 2024 | Selection bias | CodeCode Available | 0 |
| A Debiased MDI Feature Importance Measure for Random Forests | Jun 26, 2019 | Feature Importancefeature selection | CodeCode Available | 0 |
| Decorrelated Clustering with Data Selection Bias | Jun 29, 2020 | ClusteringSelection bias | CodeCode Available | 0 |
