| Efficient Representation Learning Using Random Walks for Dynamic Graphs | Jan 5, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Generalization Studies of Neural Network Models for Cardiac Disease Detection Using Limited Channel ECG | Jan 5, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| On Reproducing Kernel Banach Spaces: Generic Definitions and Unified Framework of Constructions | Jan 4, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Forecasting residential gas demand: machine learning approaches and seasonal role of temperature forecasts | Jan 4, 2019 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Mapping Informal Settlements in Developing Countries using Machine Learning and Low Resolution Multi-spectral Data | Jan 3, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Learning a Generator Model from Terminal Bus Data | Jan 3, 2019 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| Personalized explanation in machine learning: A conceptualization | Jan 3, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Model for Learned Bloom Filters, and Optimizing by Sandwiching | Jan 3, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air | Jan 3, 2019 | BIG-bench Machine LearningQuantization | CodeCode Available | 0 |
| Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision | Jan 3, 2019 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Natively Interpretable Machine Learning and Artificial Intelligence: Preliminary Results and Future Directions | Jan 2, 2019 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Learnability can be undecidable | Jan 1, 2019 | BIG-bench Machine LearningPAC learning | —Unverified | 0 |
| Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning | Dec 31, 2018 | BIG-bench Machine LearningMetric Learning | CodeCode Available | 0 |
| An introduction to domain adaptation and transfer learning | Dec 31, 2018 | BIG-bench Machine LearningDomain Adaptation | —Unverified | 0 |
| Gray-box Adversarial Testing for Control Systems with Machine Learning Component | Dec 31, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Federated Learning via Over-the-Air Computation | Dec 31, 2018 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Impossibility and Uncertainty Theorems in AI Value Alignment (or why your AGI should not have a utility function) | Dec 31, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine learning in resting-state fMRI analysis | Dec 30, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Kymatio: Scattering Transforms in Python | Dec 28, 2018 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Honey Authentication with Machine Learning Augmented Bright-Field Microscopy | Dec 28, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Reconciling modern machine learning practice and the bias-variance trade-off | Dec 28, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Wikibook-Bot - Automatic Generation of a Wikipedia Book | Dec 28, 2018 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Features and Machine Learning for Correlating and Classifying between Brain Areas and Dyslexia | Dec 27, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Predicting the Stock Price of Frontier Markets Using Modified Black-Scholes Option Pricing Model and Machine Learning | Dec 27, 2018 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Machine Learning-Based Antenna Selection in Untrusted Relay Networks | Dec 26, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Portfolio Optimization for Cointelated Pairs: SDEs vs. Machine Learning | Dec 26, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning | Dec 26, 2018 | BIG-bench Machine LearningSecond-order methods | CodeCode Available | 0 |
| Parallelized Interactive Machine Learning on Autonomous Vehicles | Dec 23, 2018 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| Computations in Stochastic Acceptors | Dec 23, 2018 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Functional Aggregate Queries with Additive Inequalities | Dec 22, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning | Dec 22, 2018 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting | Dec 22, 2018 | BIG-bench Machine LearningUncertainty Quantification | CodeCode Available | 0 |
| Towards resilient machine learning for ransomware detection | Dec 21, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Ecological Data Analysis Based on Machine Learning Algorithms | Dec 21, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: Achieving Sustainable Impact | Dec 21, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Persistence Bag-of-Words for Topological Data Analysis | Dec 21, 2018 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 0 |
| Transfer Learning in Astronomy: A New Machine-Learning Paradigm | Dec 20, 2018 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| Investigating Limit Order Book Characteristics for Short Term Price Prediction: a Machine Learning Approach | Dec 20, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Subsurface structure analysis using computational interpretation and learning: A visual signal processing perspective | Dec 20, 2018 | BIG-bench Machine LearningSeismic Interpretation | —Unverified | 0 |
| Machine Learning in Cyber-Security - Problems, Challenges and Data Sets | Dec 19, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Cyberbullying Detection in Social Networks Using Deep Learning Based Models; A Reproducibility Study | Dec 19, 2018 | 4kBIG-bench Machine Learning | CodeCode Available | 0 |
| Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis | Dec 18, 2018 | BIG-bench Machine LearningMedical Image Analysis | CodeCode Available | 0 |
| Molecular Dynamics with Neural-Network Potentials | Dec 18, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| PROVEN: Certifying Robustness of Neural Networks with a Probabilistic Approach | Dec 18, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Using Machine Learning for Handover Optimization in Vehicular Fog Computing | Dec 18, 2018 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| LORM: Learning to Optimize for Resource Management in Wireless Networks with Few Training Samples | Dec 18, 2018 | BIG-bench Machine LearningImitation Learning | —Unverified | 0 |
| Machine Learning for Molecular Dynamics on Long Timescales | Dec 18, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Hateminers : Detecting Hate speech against Women | Dec 17, 2018 | BIG-bench Machine LearningHate Speech Detection | CodeCode Available | 0 |
| Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network | Dec 17, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Stochastic Distributed Optimization for Machine Learning from Decentralized Features | Dec 16, 2018 | BIG-bench Machine LearningDistributed Optimization | —Unverified | 0 |