| MaxiMin Active Learning in Overparameterized Model Classes | May 29, 2019 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization | May 29, 2019 | Adversarial AttackBIG-bench Machine Learning | —Unverified | 0 |
| Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification | May 29, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems | May 28, 2019 | Binary Classification | —Unverified | 0 |
| On a scalable problem transformation method for multi-label learning | May 27, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Best-scored Random Forest Classification | May 27, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| The advantages of multiple classes for reducing overfitting from test set reuse | May 24, 2019 | Binary ClassificationPrediction | —Unverified | 0 |
| Optimizing Shallow Networks for Binary Classification | May 24, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Binary Classification with Bounded Abstention Rate | May 23, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns | May 16, 2019 | Binary Classification | —Unverified | 0 |
