| Few-Features Attack to Fool Machine Learning Models through Mask-Based GAN | Nov 12, 2019 | Adversarial AttackBIG-bench Machine Learning | —Unverified | 0 |
| MCPA: Program Analysis as Machine Learning | Nov 12, 2019 | BIG-bench Machine LearningSpecificity | —Unverified | 0 |
| Position Paper: Towards Transparent Machine Learning | Nov 12, 2019 | BIG-bench Machine LearningForm | —Unverified | 0 |
| Detecting Patterns of Physiological Response to Hemodynamic Stress via Unsupervised Deep Learning | Nov 12, 2019 | BIG-bench Machine LearningSurvival Prediction | —Unverified | 0 |
| Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making | Nov 12, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Machine Learning-Based Adaptive Receive Filtering: Proof-of-Concept on an SDR Platform | Nov 11, 2019 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Markov chains in random environment with applications in queueing theory and machine learning | Nov 11, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Gradient Boosts the Approximate Vanishing Ideal | Nov 11, 2019 | BIG-bench Machine LearningTranslation | —Unverified | 0 |
| Item Response Theory based Ensemble in Machine Learning | Nov 11, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning | Nov 11, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Fairness through Equality of Effort | Nov 11, 2019 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Performance Analysis on Machine Learning-Based Channel Estimation | Nov 10, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| An Overview of Data-Importance Aware Radio Resource Management for Edge Machine Learning | Nov 10, 2019 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Preservation of Anomalous Subgroups On Machine Learning Transformed Data | Nov 9, 2019 | BIG-bench Machine LearningSubgroup Discovery | —Unverified | 0 |
| Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM Model | Nov 9, 2019 | BIG-bench Machine LearningHate Speech Detection | CodeCode Available | 0 |
| Subjective Sentiment Analysis for Arabic Newswire Comments | Nov 9, 2019 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Advances in Machine Learning for the Behavioral Sciences | Nov 8, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Comprehensive Comparison of Machine Learning Based Methods Used in Bengali Question Classification | Nov 8, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Imperceptible Adversarial Attacks on Tabular Data | Nov 8, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Collaborative Machine Learning Markets with Data-Replication-Robust Payments | Nov 8, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Towards automatic extractive text summarization of A-133 Single Audit reports with machine learning | Nov 8, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Certified Data Removal from Machine Learning Models | Nov 8, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things | Nov 8, 2019 | BIG-bench Machine LearningEdge-computing | CodeCode Available | 0 |
| Transfer Learning in Spatial-Temporal Forecasting of the Solar Magnetic Field | Nov 8, 2019 | BIG-bench Machine LearningTransfer Learning | —Unverified | 0 |
| Automatic Identification of Traditional Colombian Music Genres based on Audio Content Analysis and Machine Learning Technique | Nov 8, 2019 | BIG-bench Machine LearningCultural Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| When Machine Learning Meets Wireless Cellular Networks: Deployment, Challenges, and Applications | Nov 8, 2019 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| White-Box Target Attack for EEG-Based BCI Regression Problems | Nov 7, 2019 | Adversarial AttackBIG-bench Machine Learning | —Unverified | 0 |
| Machine learning for molecular simulation | Nov 7, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Impact of Narrow Lanes on Arterial Road Vehicle Crashes: A Machine Learning Approach | Nov 7, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Sparsity through evolutionary pruning prevents neuronal networks from overfitting | Nov 7, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Unfairness towards subjective opinions in Machine Learning | Nov 6, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications | Nov 6, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models | Nov 6, 2019 | BIG-bench Machine LearningLesion Classification | —Unverified | 0 |
| OpenML-Python: an extensible Python API for OpenML | Nov 6, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Auptimizer -- an Extensible, Open-Source Framework for Hyperparameter Tuning | Nov 6, 2019 | ARCBIG-bench Machine Learning | CodeCode Available | 0 |
| Assessing the Frontier: Active Learning, Model Accuracy, and Multi-objective Materials Discovery and Optimization | Nov 6, 2019 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning using the Variational Predictive Information Bottleneck with a Validation Set | Nov 6, 2019 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Data Generation for Neural Programming by Example | Nov 6, 2019 | BIG-bench Machine LearningSynthetic Data Generation | CodeCode Available | 0 |
| The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey | Nov 6, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity | Nov 6, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions | Nov 6, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Selective machine learning of doubly robust functionals | Nov 5, 2019 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| A Comparative Analysis of XGBoost | Nov 5, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Quasi-Monte Carlo sampling for machine-learning partial differential equations | Nov 5, 2019 | BIG-bench Machine LearningNumerical Integration | —Unverified | 0 |
| Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties | Nov 4, 2019 | BIG-bench Machine LearningSuper-Resolution | —Unverified | 0 |
| Machine Learning meets Number Theory: The Data Science of Birch-Swinnerton-Dyer | Nov 4, 2019 | BIG-bench Machine LearningTopological Data Analysis | —Unverified | 0 |
| Auditing and Achieving Intersectional Fairness in Classification Problems | Nov 4, 2019 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Potential Applications of Machine Learning at Multidisciplinary Medical Team Meetings | Nov 3, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Generalized Learning with Rejection for Classification and Regression Problems | Nov 3, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Ten-year Survival Prediction for Breast Cancer Patients | Nov 2, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |