| A Closer Look at AUROC and AUPRC under Class Imbalance | Jan 11, 2024 | Binary ClassificationFairness | CodeCode Available | 1 |
| Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation | Jan 1, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum | Dec 11, 2023 | Binary ClassificationFraud Detection | CodeCode Available | 1 |
| Multi-class Support Vector Machine with Maximizing Minimum Margin | Dec 11, 2023 | Binary Classification | CodeCode Available | 1 |
| Benchmarking Distribution Shift in Tabular Data with TableShift | Dec 10, 2023 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep Centers | Dec 9, 2023 | AnatomyAutoML | CodeCode Available | 1 |
| A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks | Nov 30, 2023 | Binary ClassificationJet Tagging | CodeCode Available | 1 |
| Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels | Nov 27, 2023 | Binary ClassificationMulti-Label Classification | CodeCode Available | 1 |
| Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical | Nov 27, 2023 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| Event Detection in Time Series: Universal Deep Learning Approach | Nov 27, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
