| Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning | Dec 18, 2023 | Binary ClassificationQuantum Machine Learning | —Unverified | 0 |
| Advancing Image Retrieval with Few-Shot Learning and Relevance Feedback | Dec 18, 2023 | Binary ClassificationClassification | CodeCode Available | 0 |
| Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of Nigeria | Dec 18, 2023 | Binary Classification | CodeCode Available | 0 |
| Low-resource classification of mobility functioning information in clinical sentences using large language models | Dec 15, 2023 | Binary ClassificationIn-Context Learning | —Unverified | 0 |
| Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector Machines | Dec 15, 2023 | Binary Classificationvalid | CodeCode Available | 0 |
| High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models | Dec 13, 2023 | ArticlesBinary Classification | —Unverified | 0 |
| Multi-class Support Vector Machine with Maximizing Minimum Margin | Dec 11, 2023 | Binary Classification | CodeCode Available | 1 |
| Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum | Dec 11, 2023 | Binary ClassificationFraud Detection | CodeCode Available | 1 |
| Benchmarking Distribution Shift in Tabular Data with TableShift | Dec 10, 2023 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images | Dec 10, 2023 | Binary ClassificationComputed Tomography (CT) | —Unverified | 0 |
| Data-driven optimal stopping: A pure exploration analysis | Dec 10, 2023 | Binary Classification | —Unverified | 0 |
| Mitigating Nonlinear Algorithmic Bias in Binary Classification | Dec 9, 2023 | AttributeBinary Classification | —Unverified | 0 |
| 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 Brief Tutorial on Sample Size Calculations for Fairness Audits | Dec 7, 2023 | Binary ClassificationFairness | CodeCode Available | 0 |
| Improving Bias Mitigation through Bias Experts in Natural Language Understanding | Dec 6, 2023 | Binary ClassificationMulti-class Classification | CodeCode Available | 0 |
| New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking | Dec 4, 2023 | Binary ClassificationDiversity | —Unverified | 0 |
| SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network | Dec 4, 2023 | Binary ClassificationDecoder | —Unverified | 0 |
| Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection | Dec 3, 2023 | Anomaly DetectionBinary Classification | CodeCode Available | 0 |
| Towards Transparency in Coreference Resolution: A Quantum-Inspired Approach | Dec 1, 2023 | Binary Classificationcoreference-resolution | CodeCode Available | 0 |
| Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space -- Transformer Ensemble Models Tackling Deception and Persuasion | Nov 30, 2023 | ArticlesBinary Classification | —Unverified | 0 |
| A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks | Nov 30, 2023 | Binary ClassificationJet Tagging | CodeCode Available | 1 |
| Z_2 Z_2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks | Nov 30, 2023 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| Automated interpretation of congenital heart disease from multi-view echocardiograms | Nov 30, 2023 | Binary Classification | —Unverified | 0 |
| Unified Binary and Multiclass Margin-Based Classification | Nov 29, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels | Nov 27, 2023 | Binary ClassificationMulti-Label Classification | CodeCode Available | 1 |
