| Learning Optimal Classification Trees: Strong Max-Flow Formulations | Feb 21, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Optical detection of Aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms | Feb 20, 2020 | Binary Classification | —Unverified | 0 |
| Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball Crowds | Feb 19, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots | Feb 18, 2020 | Binary ClassificationEEG | —Unverified | 0 |
| Convex Fairness Constrained Model Using Causal Effect Estimators | Feb 16, 2020 | Binary ClassificationFairness | —Unverified | 0 |
| Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source Separation | Feb 14, 2020 | Binary ClassificationDenoising | CodeCode Available | 0 |
| Efficient Policy Learning from Surrogate-Loss Classification Reductions | Feb 12, 2020 | Binary ClassificationClassification | CodeCode Available | 0 |
| Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics | Feb 11, 2020 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Imbalanced classification: a paradigm-based review | Feb 11, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Robust binary classification with the 01 loss | Feb 9, 2020 | Binary ClassificationClassification | CodeCode Available | 0 |
| 1-D Convlutional Neural Networks for the Analysis of Pupil Size Variations in Scotopic Conditions | Feb 6, 2020 | BenchmarkingBinary Classification | —Unverified | 0 |
| Modeling Engagement in Long-Term, In-Home Socially Assistive Robot Interventions for Children with Autism Spectrum Disorders | Feb 6, 2020 | Binary Classification | —Unverified | 0 |
| Online Passive-Aggressive Total-Error-Rate Minimization | Feb 5, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| A study on the role of subsidiary information in replay attack spoofing detection | Jan 31, 2020 | Binary ClassificationMulti-Task Learning | —Unverified | 0 |
| Binary Classification with XOR Queries: Fundamental Limits and An Efficient Algorithm | Jan 31, 2020 | Active LearningAttribute | —Unverified | 0 |
| Analytic Study of Double Descent in Binary Classification: The Impact of Loss | Jan 30, 2020 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Binary Classification from Positive Data with Skewed Confidence | Jan 29, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| stream-learn -- open-source Python library for difficult data stream batch analysis | Jan 29, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| Ensemble Genetic Programming | Jan 21, 2020 | Binary ClassificationEnsemble Learning | CodeCode Available | 0 |
| A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints | Jan 18, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation | Jan 17, 2020 | Binary ClassificationChange Point Detection | CodeCode Available | 1 |
| Cluster-based Zero-shot learning for multivariate data | Jan 16, 2020 | Binary ClassificationClustering | —Unverified | 0 |
| Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning | Jan 13, 2020 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Bayesian Semi-supervised Multi-category Classification under Nonparanormality | Jan 11, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Supporting supervised learning in fungal Biosynthetic Gene Cluster discovery: new benchmark datasets | Jan 9, 2020 | Binary Classification | CodeCode Available | 0 |