| Optimizing Sparse Generalized Singular Vectors for Feature Selection in Proximal Support Vector Machines with Application to Breast and Ovarian Cancer Detection | Oct 4, 2024 | Binary Classificationfeature selection | —Unverified | 0 |
| Training Over a Distribution of Hyperparameters for Enhanced Performance and Adaptability on Imbalanced Classification | Oct 4, 2024 | Binary ClassificationDiabetic Retinopathy Detection | —Unverified | 0 |
| Universality in Transfer Learning for Linear Models | Oct 3, 2024 | Binary ClassificationTransfer Learning | —Unverified | 0 |
| Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques | Sep 30, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization | Sep 30, 2024 | Binary ClassificationContrastive Learning | —Unverified | 0 |
| Linear Projections of Teacher Embeddings for Few-Class Distillation | Sep 30, 2024 | Binary ClassificationKnowledge Distillation | —Unverified | 0 |
| Machine Learning in Industrial Quality Control of Glass Bottle Prints | Sep 30, 2024 | Binary ClassificationSSIM | —Unverified | 0 |
| Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients | Sep 30, 2024 | Binary ClassificationFederated Learning | —Unverified | 0 |
| Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification | Sep 29, 2024 | Binary Classification | —Unverified | 0 |
| Probing Omissions and Distortions in Transformer-based RDF-to-Text Models | Sep 25, 2024 | Binary ClassificationText Generation | —Unverified | 0 |
