| Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization | Dec 15, 2024 | Adversarial TextBinary Classification | —Unverified | 0 |
| Extracting PAC Decision Trees from Black Box Binary Classifiers: The Gender Bias Study Case on BERT-based Language Models | Dec 13, 2024 | Binary Classification | —Unverified | 0 |
| Early Detection of At-Risk Students Using Machine Learning | Dec 12, 2024 | Binary ClassificationStudent dropout | —Unverified | 0 |
| A Theoretical Analysis of Soft-Label vs Hard-Label Training in Neural Networks | Dec 12, 2024 | Binary ClassificationKnowledge Distillation | —Unverified | 0 |
| Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty | Dec 11, 2024 | Active LearningBinary Classification | —Unverified | 0 |
| Backdoor attacks on DNN and GBDT -- A Case Study from the insurance domain | Dec 11, 2024 | Binary ClassificationFraud Detection | —Unverified | 0 |
| Of Dice and Games: A Theory of Generalized Boosting | Dec 11, 2024 | Binary ClassificationLearning Theory | —Unverified | 0 |
| Image Retrieval Methods in the Dissimilarity Space | Dec 11, 2024 | Binary ClassificationImage Retrieval | —Unverified | 0 |
| High-dimensional classification problems with Barron regular boundaries under margin conditions | Dec 10, 2024 | Binary Classification | —Unverified | 0 |
| Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks | Dec 8, 2024 | Binary Classification | —Unverified | 0 |
