| Local Constraint-Based Causal Discovery under Selection Bias | Mar 3, 2022 | Causal Discoveryscoring rule | CodeCode Available | 0 |
| Learning Group Importance using the Differentiable Hypergeometric Distribution | Mar 3, 2022 | ClusteringSelection bias | CodeCode Available | 0 |
| Learning Infomax and Domain-Independent Representations for Causal Effect Inference with Real-World Data | Feb 22, 2022 | Causal InferenceRepresentation Learning | —Unverified | 0 |
| Smartphone-based Hard-braking Event Detection at Scale for Road Safety Services | Feb 4, 2022 | Event DetectionFairness | —Unverified | 0 |
| UKD: Debiasing Conversion Rate Estimation via Uncertainty-regularized Knowledge Distillation | Jan 20, 2022 | Knowledge DistillationSelection bias | —Unverified | 0 |
| DRTCI: Learning Disentangled Representations for Temporal Causal Inference | Jan 20, 2022 | Causal Inferencecounterfactual | —Unverified | 0 |
| Debiased Graph Neural Networks with Agnostic Label Selection Bias | Jan 19, 2022 | parameter estimationSelection bias | —Unverified | 0 |
| REST: Debiased Social Recommendation via Reconstructing Exposure Strategies | Jan 13, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Heckman-Selection or Two-Part models for alcohol studies? Depends | Dec 20, 2021 | Selection biasSurvey | —Unverified | 0 |
| Rethinking Importance Weighting for Transfer Learning | Dec 19, 2021 | Selection biasTransfer Learning | —Unverified | 0 |
