| Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and Arena | Jun 11, 2024 | Multiple-choiceSelection bias | CodeCode Available | 2 |
| Strengthened Symbol Binding Makes Large Language Models Reliable Multiple-Choice Selectors | Jun 3, 2024 | Multiple-choiceSelection bias | CodeCode Available | 0 |
| Sparse-Group Boosting with Balanced Selection Frequencies: A Simulation-Based Approach and R Implementation | May 31, 2024 | Selection biasVariable Selection | CodeCode Available | 0 |
| Jump-teaching: Ultra Efficient and Robust Learning with Noisy Label | May 27, 2024 | Learning with noisy labelsSelection bias | —Unverified | 0 |
| Revisiting Counterfactual Regression through the Lens of Gromov-Wasserstein Information Bottleneck | May 24, 2024 | counterfactualregression | CodeCode Available | 0 |
| Challenging Gradient Boosted Decision Trees with Tabular Transformers for Fraud Detection at Booking.com | May 22, 2024 | Fraud DetectionSelection bias | —Unverified | 0 |
| The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems | May 17, 2024 | Recommendation SystemsSelection bias | —Unverified | 0 |
| Sample Selection Bias in Machine Learning for Healthcare | May 13, 2024 | Selection bias | CodeCode Available | 0 |
| Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems | May 8, 2024 | Information RetrievalLearning-To-Rank | —Unverified | 0 |
| 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 |
| Sample-Efficient Linear Regression with Self-Selection Bias | Feb 22, 2024 | regressionSelection bias | —Unverified | 0 |
| CounterCLR: Counterfactual Contrastive Learning with Non-random Missing Data in Recommendation | Feb 8, 2024 | Contrastive Learningcounterfactual | —Unverified | 0 |
| Continuous Treatment Effects with Surrogate Outcomes | Jan 31, 2024 | Causal InferenceSelection bias | —Unverified | 0 |
| Causal Machine Learning for Cost-Effective Allocation of Development Aid | Jan 30, 2024 | counterfactualRepresentation Learning | CodeCode Available | 0 |
| Reducing Selection Bias in Large Language Models | Jan 29, 2024 | Decision MakingObject | —Unverified | 0 |
| The Carbon Premium: Correlation or Causation? Evidence from S&P 500 Companies | Jan 29, 2024 | Selection bias | —Unverified | 0 |
