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| STAND: Data-Efficient and Self-Aware Precondition Induction for Interactive Task Learning | Sep 11, 2024 | Active LearningHoldout Set | —Unverified | 0 |
| PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications | Sep 3, 2024 | AutoMLBinary Classification | CodeCode Available | 1 |
| Improving GBDT Performance on Imbalanced Datasets: An Empirical Study of Class-Balanced Loss Functions | Jul 19, 2024 | ClassificationMulti-Label Classification | CodeCode Available | 0 |
| Transformers with Stochastic Competition for Tabular Data Modelling | Jul 18, 2024 | Deep Learningtabular-classification | CodeCode Available | 0 |
| Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs | Jul 4, 2024 | Decision Makingtabular-classification | —Unverified | 0 |
| Pairwise Difference Learning for Classification | Jun 28, 2024 | Binary ClassificationClassification | CodeCode Available | 1 |
| ALPBench: A Benchmark for Active Learning Pipelines on Tabular Data | Jun 25, 2024 | Active Learningtabular-classification | CodeCode Available | 1 |
| MSBoost: Using Model Selection with Multiple Base Estimators for Gradient Boosting | Jun 17, 2024 | ClassificationModel Selection | CodeCode Available | 0 |
