| A Model-based Multi-Agent Personalized Short-Video Recommender System | May 3, 2024 | Recommendation SystemsReinforcement Learning (RL) | —Unverified | 0 |
| A First Look at Selection Bias in Preference Elicitation for Recommendation | May 1, 2024 | Recommendation SystemsSelection bias | CodeCode Available | 0 |
| Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference | Apr 30, 2024 | Causal InferenceRecommendation Systems | CodeCode Available | 0 |
| Going Beyond Popularity and Positivity Bias: Correcting for Multifactorial Bias in Recommender Systems | Apr 29, 2024 | Recommendation SystemsSelection bias | CodeCode Available | 0 |
| A Nonresponse Bias Correction using Nonrandom Followup with an Application to the Gender Entrepreneurship Gap | Apr 26, 2024 | AttributeSelection bias | —Unverified | 0 |
| Differentiable Pareto-Smoothed Weighting for High-Dimensional Heterogeneous Treatment Effect Estimation | Apr 26, 2024 | Heterogeneous Treatment Effect EstimationRepresentation Learning | CodeCode Available | 0 |
| How to be fair? A study of label and selection bias | Mar 21, 2024 | FairnessSelection bias | —Unverified | 0 |
| Confidence on the Focal: Conformal Prediction with Selection-Conditional Coverage | Mar 6, 2024 | Conformal PredictionDrug Discovery | CodeCode Available | 0 |
| Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift | Mar 1, 2024 | PredictionSelection bias | —Unverified | 0 |
| Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random | Feb 26, 2024 | ImputationRecommendation Systems | CodeCode Available | 0 |
