| Effectively Leveraging BERT for Legal Document Classification | Nov 1, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Unintended Selection: Persistent Qualification Rate Disparities and Interventions | Nov 1, 2021 | Binary ClassificationCredit score | —Unverified | 0 |
| Convergence of Uncertainty Sampling for Active Learning | Oct 29, 2021 | Active LearningBinary Classification | —Unverified | 0 |
| Transformer Ensembles for Sexism Detection | Oct 29, 2021 | Binary Classification | —Unverified | 0 |
| Selective Sampling for Online Best-arm Identification | Oct 28, 2021 | Binary Classification | —Unverified | 0 |
| Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks | Oct 26, 2021 | Binary ClassificationGraph Classification | —Unverified | 0 |
| Iterative Rule Extension for Logic Analysis of Data: an MILP-based heuristic to derive interpretable binary classification from large datasets | Oct 25, 2021 | Binary ClassificationDecision Making | —Unverified | 0 |
| ML-Based Analysis to Identify Speech Features Relevant in Predicting Alzheimer's Disease | Oct 25, 2021 | Binary ClassificationFeature Importance | —Unverified | 0 |
| Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff | Oct 22, 2021 | Adversarial RobustnessBinary Classification | —Unverified | 0 |
| Medical Knowledge-Guided Deep Curriculum Learning for Elbow Fracture Diagnosis from X-Ray Images | Oct 20, 2021 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC | Oct 18, 2021 | ARCBinary Classification | —Unverified | 0 |
| Eigenbehaviour as an Indicator of Cognitive Abilities | Oct 18, 2021 | Binary Classification | —Unverified | 0 |
| Accelerating Genetic Programming using GPUs | Oct 15, 2021 | Binary Classificationfeature selection | CodeCode Available | 0 |
| Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction | Oct 15, 2021 | Binary Classification | CodeCode Available | 1 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 |
| Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis | Oct 14, 2021 | Binary ClassificationEnsemble Learning | —Unverified | 0 |
| ETF Risk Models | Oct 14, 2021 | Binary Classification | —Unverified | 0 |
| Implicit Bias of Linear Equivariant Networks | Oct 12, 2021 | Binary Classification | CodeCode Available | 0 |
| Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations | Oct 12, 2021 | Binary Classification | CodeCode Available | 0 |
| SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records | Oct 11, 2021 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| FoodChem: A food-chemical relation extraction model | Oct 5, 2021 | Binary Classificationmodel | CodeCode Available | 0 |
| Tradeoffs in Streaming Binary Classification under Limited Inspection Resources | Oct 5, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| An Experimental Evaluation on Deepfake Detection using Deep Face Recognition | Oct 4, 2021 | Binary ClassificationDeepFake Detection | —Unverified | 0 |
| Introducing the DOME Activation Functions | Sep 30, 2021 | Binary ClassificationMulti-class Classification | —Unverified | 0 |
| Synthetic Reduced Nearest Neighbor Model for Regression | Sep 29, 2021 | Binary Classificationmodel | —Unverified | 0 |
