| JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning | Feb 4, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems | Feb 2, 2022 | Binary ClassificationDecision Making | —Unverified | 0 |
| Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification | Feb 1, 2022 | ArticlesBinary Classification | CodeCode Available | 1 |
| Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors | Jan 31, 2022 | Anomaly DetectionBinary Classification | —Unverified | 0 |
| Describing Differences between Text Distributions with Natural Language | Jan 28, 2022 | Binary ClassificationRe-Ranking | CodeCode Available | 1 |
| Hyperparameter Optimization for COVID-19 Chest X-Ray Classification | Jan 26, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Explanatory Learning: Beyond Empiricism in Neural Networks | Jan 25, 2022 | Binary ClassificationProgram Synthesis | CodeCode Available | 1 |
| Pre-Trained Language Transformers are Universal Image Classifiers | Jan 25, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Uncertainty-aware deep learning methods for robust diabetic retinopathy classification | Jan 22, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| To SMOTE, or not to SMOTE? | Jan 21, 2022 | Binary Classification | CodeCode Available | 1 |
| Long Short-Term Memory Neural Network for Financial Time Series | Jan 20, 2022 | Binary ClassificationTime Series | —Unverified | 0 |
| Why Did You Not Compare With That? Identifying Papers for Use as Baselines | Jan 20, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework | Jan 19, 2022 | Binary Classification | —Unverified | 0 |
| Risk bounds for PU learning under Selected At Random assumption | Jan 17, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| SigGAN : Adversarial Model for Learning Signed Relationships in Networks | Jan 17, 2022 | Binary ClassificationGenerative Adversarial Network | —Unverified | 0 |
| Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis | Jan 17, 2022 | Binary ClassificationQuantum Machine Learning | —Unverified | 0 |
| Blackbox Post-Processing for Multiclass Fairness | Jan 12, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Early Diagnosis of Parkinsons Disease by Analyzing Magnetic Resonance Imaging Brain Scans and Patient Characteristics | Jan 12, 2022 | Binary ClassificationDiagnostic | —Unverified | 0 |
| Robust Contrastive Learning against Noisy Views | Jan 12, 2022 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning | Jan 12, 2022 | Binary ClassificationBrain Tumor Segmentation | —Unverified | 0 |
| Learning from Synthetic InSAR with Vision Transformers: The case of volcanic unrest detection | Jan 9, 2022 | Binary ClassificationDomain Adaptation | CodeCode Available | 1 |
| Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication | Jan 9, 2022 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Pseudo-labelling and Meta Reweighting Learning for Image Aesthetic Quality Assessment | Jan 8, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Churn prediction in online gambling | Jan 7, 2022 | Binary ClassificationPrediction | —Unverified | 0 |
| Stay Positive: Knowledge Graph Embedding Without Negative Sampling | Jan 7, 2022 | Binary ClassificationGraph Embedding | CodeCode Available | 0 |
