| Distinguishing cause from effect using observational data: methods and benchmarks | Dec 11, 2014 | Causal DiscoveryCausal Inference | —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 |
| Causal Interventions-based Few-Shot Named Entity Recognition | May 3, 2023 | Few-Shot Learningfew-shot-ner | —Unverified | 0 |
| Approximating Counterfactual Bounds while Fusing Observational, Biased and Randomised Data Sources | Jul 31, 2023 | counterfactualSelection bias | —Unverified | 0 |
| Treatment Effects with Targeting Instruments | Jul 20, 2020 | counterfactualSelection bias | —Unverified | 0 |
| Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction | Aug 9, 2023 | PredictionRecommendation Systems | —Unverified | 0 |
| Applications and Challenges of Sentiment Analysis in Real-life Scenarios | Jan 24, 2023 | Selection biasSentiment Analysis | —Unverified | 0 |
| Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach | Feb 4, 2019 | Causal IdentificationCausal Inference | —Unverified | 0 |
| Action similarity judgment based on kinematic primitives | Aug 30, 2020 | Action ClassificationSelection bias | —Unverified | 0 |
| Federated Learning in the Presence of Adversarial Client Unavailability | May 31, 2023 | Federated LearningSelection bias | —Unverified | 0 |
| Filtering Context Mitigates Scarcity and Selection Bias in Political Ideology Prediction | Feb 1, 2023 | Selection bias | —Unverified | 0 |
| Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications | Oct 20, 2022 | Auxiliary Learningcounterfactual | —Unverified | 0 |
| Entire Space Learning Framework: Unbias Conversion Rate Prediction in Full Stages of Recommender System | Mar 1, 2023 | Recommendation SystemsSelection bias | —Unverified | 0 |
| Causal Interpretation of Linear Social Interaction Models with Endogenous Networks | Aug 8, 2023 | Selection biasvalid | —Unverified | 0 |
| Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction | Dec 17, 2024 | Knowledge DistillationRecommendation Systems | —Unverified | 0 |
| Error AMP Chain Graphs | Jun 28, 2013 | Selection bias | —Unverified | 0 |
| An Online Multiple Kernel Parallelizable Learning Scheme | Aug 19, 2023 | Selection bias | —Unverified | 0 |
| A Primer on Domain Adaptation | Jan 27, 2020 | Domain AdaptationSelection 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 |
| Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods | Jan 19, 2017 | counterfactualSelection bias | —Unverified | 0 |
| Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising | Dec 1, 2013 | Selection bias | —Unverified | 0 |
| Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift | Mar 1, 2024 | PredictionSelection bias | —Unverified | 0 |
| Every LWF and AMP chain graph originates from a set of causal models | Dec 10, 2013 | Selection bias | —Unverified | 0 |
| Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias | Jan 2, 2019 | Selection bias | —Unverified | 0 |