| Prudence When Assuming Normality: an advice for machine learning practitioners | Jul 30, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Automated Mammogram Analysis with a Deep Learning Pipeline | Jul 27, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Bayesian Robustness: A Nonasymptotic Viewpoint | Jul 27, 2019 | Binary Classificationregression | —Unverified | 0 |
| Multi-task Self-Supervised Learning for Human Activity Detection | Jul 27, 2019 | Action DetectionActivity Detection | —Unverified | 0 |
| Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars | Jul 18, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Discriminative Active Learning | Jul 15, 2019 | Active LearningBinary Classification | CodeCode Available | 0 |
| More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning | Jul 14, 2019 | Binary ClassificationComputational Efficiency | —Unverified | 0 |
| Learning with precise spike times: A new decoding algorithm for liquid state machines | Jul 13, 2019 | Binary Classification | —Unverified | 0 |
| The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning | Jul 10, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Lexicase selection in Learning Classifier Systems | Jul 10, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Template-Based Posit Multiplication for Training and Inferring in Neural Networks | Jul 9, 2019 | Binary Classification | CodeCode Available | 0 |
| Characterization of Overlap in Observational Studies | Jul 9, 2019 | Binary Classification | CodeCode Available | 0 |
| Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification | Jul 7, 2019 | Activity RecognitionBIG-bench Machine Learning | —Unverified | 0 |
| Benchmarking unsupervised near-duplicate image detection | Jul 3, 2019 | BenchmarkingBinary Classification | —Unverified | 0 |
| Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification | Jul 3, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| An innovative adaptive kriging approach for efficient binary classification of mechanical problems | Jul 2, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Machine Learning based Prediction of Hierarchical Classification of Transposable Elements | Jul 2, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks | Jul 1, 2019 | Binary Classification | —Unverified | 0 |
| Hierarchical Transfer Learning for Multi-label Text Classification | Jul 1, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Classification of glomerular hypercellularity using convolutional features and support vector machine | Jun 28, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Automatic Hierarchical Classification of Kelps using Deep Residual Features | Jun 26, 2019 | Binary ClassificationClassification | —Unverified | 0 |
| Analyzing CART | Jun 24, 2019 | Binary Classificationregression | —Unverified | 0 |
| LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish | Jun 18, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning | Jun 18, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods | Jun 18, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
