| Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset | Jan 9, 2019 | Activity RecognitionAutonomous Vehicles | —Unverified | 0 |
| High-Fidelity Vector Space Models of Structured Data | Jan 9, 2019 | BIG-bench Machine LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Artificial Intelligence and Machine Learning to Predict and Improve Efficiency in Manufacturing Industry | Jan 8, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Contamination Attacks and Mitigation in Multi-Party Machine Learning | Jan 8, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Face Recognition System | Jan 8, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Tree Tensor Networks for Generative Modeling | Jan 8, 2019 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Ten ways to fool the masses with machine learning | Jan 7, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Estimating physical properties from liquid crystal textures via machine learning and complexity-entropy methods | Jan 7, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A New Perspective on Machine Learning: How to do Perfect Supervised Learning | Jan 7, 2019 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
| Differentially Private ADMM for Distributed Medical Machine Learning | Jan 7, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine learning topological phases in real space | Jan 7, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Compressive-Sensing Data Reconstruction for Structural Health Monitoring: A Machine-Learning Approach | Jan 7, 2019 | BIG-bench Machine LearningCompressive Sensing | —Unverified | 0 |
| Supervised Neural Networks for Helioseismic Ring-Diagram Inversions | Jan 6, 2019 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Solving L1-regularized SVMs and related linear programs: Revisiting the effectiveness of Column and Constraint Generation | Jan 6, 2019 | BIG-bench Machine Learning | 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 |
| Reliable and Explainable Machine Learning Methods for Accelerated Material Discovery | Jan 5, 2019 | BIG-bench Machine LearningTransfer Learning | —Unverified | 0 |
| Efficient Representation Learning Using Random Walks for Dynamic Graphs | Jan 5, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Forecasting residential gas demand: machine learning approaches and seasonal role of temperature forecasts | Jan 4, 2019 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| On Reproducing Kernel Banach Spaces: Generic Definitions and Unified Framework of Constructions | Jan 4, 2019 | BIG-bench Machine Learning | —Unverified | 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 |
| 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 |
| 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 |
| Personalized explanation in machine learning: A conceptualization | Jan 3, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Learning a Generator Model from Terminal Bus Data | Jan 3, 2019 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| A Comprehensive Survey on Graph Neural Networks | Jan 3, 2019 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 |
| 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 |
| Federated Learning via Over-the-Air Computation | Dec 31, 2018 | BIG-bench Machine LearningCloud Computing | —Unverified | 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 |
| 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 |
| Honey Authentication with Machine Learning Augmented Bright-Field Microscopy | Dec 28, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Kymatio: Scattering Transforms in Python | Dec 28, 2018 | BIG-bench Machine LearningCPU | CodeCode Available | 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 |
| 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 |
| Features and Machine Learning for Correlating and Classifying between Brain Areas and Dyslexia | Dec 27, 2018 | BIG-bench Machine LearningEEG | —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 |
| Computations in Stochastic Acceptors | Dec 23, 2018 | BIG-bench Machine Learningparameter estimation | —Unverified | 0 |
| Parallelized Interactive Machine Learning on Autonomous Vehicles | Dec 23, 2018 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning | Dec 22, 2018 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Functional Aggregate Queries with Additive Inequalities | Dec 22, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting | Dec 22, 2018 | BIG-bench Machine LearningUncertainty Quantification | CodeCode Available | 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 |
| Towards resilient machine learning for ransomware detection | Dec 21, 2018 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |