| Quantum Neural Networks for Propensity Score Estimation and Survival Analysis in Observational Biomedical Studies | Jun 24, 2025 | Causal InferenceSelection bias | —Unverified | 0 |
| LLM-Generated Feedback Supports Learning If Learners Choose to Use It | Jun 20, 2025 | Selection bias | CodeCode Available | 0 |
| Addressing Correlated Latent Exogenous Variables in Debiased Recommender Systems | Jun 9, 2025 | FairnessImputation | CodeCode Available | 0 |
| Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness | Jun 4, 2025 | FairnessSelection bias | CodeCode Available | 0 |
| Recover Experimental Data with Selection Bias using Counterfactual Logic | May 31, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints | May 28, 2025 | Conformal PredictionSelection bias | —Unverified | 0 |
| Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference | May 19, 2025 | BenchmarkingCausal Inference | —Unverified | 0 |
| Representation Learning Preserving Ignorability and Covariate Matching for Treatment Effects | Apr 29, 2025 | Representation LearningSelection bias | CodeCode Available | 0 |
| On the Value of Cross-Modal Misalignment in Multimodal Representation Learning | Apr 14, 2025 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 |
| Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases and Beyond | Apr 6, 2025 | Selection bias | —Unverified | 0 |
| Regression-Based Estimation of Causal Effects in the Presence of Selection Bias and Confounding | Mar 26, 2025 | regressionSelection bias | —Unverified | 0 |
| When Selection Meets Intervention: Additional Complexities in Causal Discovery | Mar 10, 2025 | Causal Discoverycounterfactual | CodeCode Available | 0 |
| Determinants of the Spousal Age Gap in India: Analysis of Indian Microdata | Feb 24, 2025 | Selection bias | —Unverified | 0 |
| ChorusCVR: Chorus Supervision for Entire Space Post-Click Conversion Rate Modeling | Feb 12, 2025 | counterfactualRecommendation Systems | —Unverified | 0 |
| Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders | Jan 17, 2025 | Selection bias | —Unverified | 0 |
| Instrumental Variables with Time-Varying Exposure: New Estimates of Revascularization Effects on Quality of Life | Jan 3, 2025 | Selection bias | —Unverified | 0 |
| Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine | Dec 19, 2024 | Selection biasTime Series | —Unverified | 0 |
| Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction | Dec 17, 2024 | Knowledge DistillationRecommendation Systems | —Unverified | 0 |
| EVOS: Efficient Implicit Neural Training via EVOlutionary Selector | Dec 13, 2024 | Evolutionary AlgorithmsSelection bias | CodeCode Available | 1 |
| EGEAN: An Exposure-Guided Embedding Alignment Network for Post-Click Conversion Estimation | Dec 8, 2024 | Selection bias | CodeCode Available | 0 |
| A Flexible Defense Against the Winner's Curse | Nov 27, 2024 | Selection biasvalid | —Unverified | 0 |
| Metric-DST: Mitigating Selection Bias Through Diversity-Guided Semi-Supervised Metric Learning | Nov 27, 2024 | DiversityFairness | CodeCode Available | 0 |
| Lee Bounds with a Continuous Treatment in Sample Selection | Nov 6, 2024 | Causal InferenceSelection bias | —Unverified | 0 |
| A Directional Rockafellar-Uryasev Regression | Nov 4, 2024 | Fairnessregression | —Unverified | 0 |
| Diversidade linguística e inclusão digital: desafios para uma ia brasileira | Nov 2, 2024 | AttributeDiversity | —Unverified | 0 |