| Feature subset selection for kernel SVM classification via mixed-integer optimization | May 28, 2022 | Binary ClassificationComputational Efficiency | —Unverified | 0 |
| Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power | May 27, 2022 | Binary Classification | —Unverified | 0 |
| Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed | May 27, 2022 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric Classification | May 26, 2022 | Binary Classification | CodeCode Available | 0 |
| Residual-Concatenate Neural Network with Deep Regularization Layers for Binary Classification | May 25, 2022 | Binary Classification | —Unverified | 0 |
| Soft-SVM Regression For Binary Classification | May 24, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| An Adaptive Contrastive Learning Model for Spike Sorting | May 24, 2022 | Binary ClassificationBrain Computer Interface | —Unverified | 0 |
| Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities | May 23, 2022 | Binary ClassificationContrastive Learning | —Unverified | 0 |
| Improving AMD diagnosis by the simultaneous identification of associated retinal lesions | May 22, 2022 | Binary Classification | —Unverified | 0 |
| Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring | May 21, 2022 | BenchmarkingBinary Classification | —Unverified | 0 |
| Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images | May 19, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD | May 19, 2022 | Binary ClassificationSentence | —Unverified | 0 |
| A Boosting Algorithm for Positive-Unlabeled Learning | May 19, 2022 | Action DetectionActivity Detection | —Unverified | 0 |
| On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias | May 18, 2022 | Binary Classification | —Unverified | 0 |
| Classification as Direction Recovery: Improved Guarantees via Scale Invariance | May 17, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Evolution strategies: Application in hybrid quantum-classical neural networks | May 17, 2022 | Binary ClassificationQuantum Machine Learning | —Unverified | 0 |
| A two-steps approach to improve the performance of Android malware detectors | May 17, 2022 | Android Malware DetectionBinary Classification | —Unverified | 0 |
| Binarizing by Classification: Is soft function really necessary? | May 16, 2022 | BinarizationBinary Classification | —Unverified | 0 |
| CONSENT: Context Sensitive Transformer for Bold Words Classification | May 16, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Fundamental Laws of Binary Classification | May 16, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System | May 12, 2022 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 |
| Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategy | May 11, 2022 | Binary ClassificationFeature Engineering | CodeCode Available | 1 |
| Utilizing coarse-grained data in low-data settings for event extraction | May 11, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan | May 11, 2022 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisation | May 10, 2022 | Binary ClassificationFeature Importance | CodeCode Available | 0 |
