| A Minimax Probability Machine for Non-Decomposable Performance Measures | Feb 28, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| BERT-based Acronym Disambiguation with Multiple Training Strategies | Feb 25, 2021 | Binary ClassificationSentence | —Unverified | 0 |
| The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates | Feb 24, 2021 | Binary ClassificationRepresentation Learning | —Unverified | 0 |
| A Stochastic Optimization Framework for Fair Risk Minimization | Feb 24, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Learning High-Order Interactions via Targeted Pattern Search | Feb 23, 2021 | Binary ClassificationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations | Feb 23, 2021 | Binary Classification | —Unverified | 0 |
| Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification | Feb 22, 2021 | Binary ClassificationClassification | —Unverified | 0 |
| Expanding boundaries of Gap Safe screening | Feb 22, 2021 | Binary Classification | CodeCode Available | 0 |
| Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes | Feb 21, 2021 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| Intrapapillary Capillary Loop Classification in Magnification Endoscopy: Open Dataset and Baseline Methodology | Feb 19, 2021 | Binary ClassificationClassification | CodeCode Available | 0 |
| Link Prediction Approach to Recommender Systems | Feb 18, 2021 | Binary ClassificationCollaborative Filtering | —Unverified | 0 |
| StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling | Feb 17, 2021 | Binary ClassificationManagement | CodeCode Available | 0 |
| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 |
| How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models | Feb 17, 2021 | Binary ClassificationDiversity | CodeCode Available | 1 |
| Data-Driven Logistic Regression Ensembles With Applications in Genomics | Feb 17, 2021 | Binary ClassificationDiversity | —Unverified | 0 |
| The MELODIC family for simultaneous binary logistic regression in a reduced space | Feb 16, 2021 | Binary Classificationparameter estimation | CodeCode Available | 0 |
| Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification | Feb 15, 2021 | Binary Classification | —Unverified | 0 |
| A generalized quadratic loss for SVM and Deep Neural Networks | Feb 15, 2021 | Binary Classificationregression | —Unverified | 0 |
| Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning | Feb 14, 2021 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Fairness Through Regularization for Learning to Rank | Feb 11, 2021 | Binary ClassificationFairness | —Unverified | 0 |
| Machine Learning-Based Approaches For Breast Cancer Detection in Microwave Imaging | Feb 10, 2021 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Faster Maximum Feasible Subsystem Solutions for Dense Constraint Matrices | Feb 10, 2021 | Binary ClassificationCompressive Sensing | —Unverified | 0 |
| Classifier Calibration: with application to threat scores in cybersecurity | Feb 9, 2021 | Binary ClassificationClassifier calibration | CodeCode Available | 0 |
| Estimation and Applications of Quantiles in Deep Binary Classification | Feb 9, 2021 | Binary ClassificationClassification | CodeCode Available | 0 |
| Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification | Feb 1, 2021 | Binary ClassificationClassification | CodeCode Available | 0 |
