| Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning | Nov 6, 2020 | AutoMLBinary Classification | —Unverified | 0 |
| Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples | Nov 5, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| Binary classification with ambiguous training data | Nov 5, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Node-Centric Graph Learning from Data for Brain State Identification | Nov 4, 2020 | Binary ClassificationGraph Learning | —Unverified | 0 |
| NLP-PINGAN-TECH @ CL-SciSumm 2020 | Nov 1, 2020 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
| SU-NLP at WNUT-2020 Task 2: The Ensemble Models | Nov 1, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets | Nov 1, 2020 | Binary ClassificationManagement | —Unverified | 0 |
| DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks | Nov 1, 2020 | Binary ClassificationTask 2 | CodeCode Available | 0 |
| Triage of Potential COVID-19 Patients from Chest X-ray Images using Hierarchical Convolutional Networks | Nov 1, 2020 | Binary Classification | —Unverified | 0 |
| Strongly universally consistent nonparametric regression and classification with privatised data | Oct 31, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features | Oct 31, 2020 | 3D ClassificationBinary Classification | CodeCode Available | 1 |
| Robustifying Binary Classification to Adversarial Perturbation | Oct 29, 2020 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data | Oct 29, 2020 | Binary Classification | —Unverified | 0 |
| Learning to Unknot | Oct 28, 2020 | Binary ClassificationReinforcement Learning (RL) | —Unverified | 0 |
| The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20) | Oct 27, 2020 | Binary ClassificationSpeaker Recognition | —Unverified | 0 |
| Linear Predictive Coding for Acute Stress Prediction from Computer Mouse Movements | Oct 26, 2020 | Binary Classification | —Unverified | 0 |
| Using a Binary Classification Model to Predict the Likelihood of Enrolment to the Undergraduate Program of a Philippine University | Oct 26, 2020 | Binary ClassificationDecision Making | —Unverified | 0 |
| Asymptotic Behavior of Adversarial Training in Binary Classification | Oct 26, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification | Oct 26, 2020 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Dutch Humor Detection by Generating Negative Examples | Oct 26, 2020 | Binary ClassificationCommon Sense Reasoning | —Unverified | 0 |
| Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability | Oct 26, 2020 | Binary ClassificationLearning Theory | —Unverified | 0 |
| Pairwise Representation Learning for Event Coreference | Oct 24, 2020 | Binary ClassificationCoreference Resolution | —Unverified | 0 |
| Precise Statistical Analysis of Classification Accuracies for Adversarial Training | Oct 21, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| How to Control the Error Rates of Binary Classifiers | Oct 21, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| GANs for learning from very high class conditional noisy labels | Oct 19, 2020 | Binary ClassificationVocal Bursts Intensity Prediction | —Unverified | 0 |
