| Insect cyborgs: Bio-mimetic feature generators improve machine learning accuracy on limited data | Aug 23, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks | Aug 23, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Model Interpretation: A Unified Derivative-based Framework for Nonparametric Regression and Supervised Machine Learning | Aug 22, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Machine Learning for Spatiotemporal Sequence Forecasting: A Survey | Aug 21, 2018 | BIG-bench Machine LearningSurvey | —Unverified | 0 |
| Demonstrating PAR4SEM - A Semantic Writing Aid with Adaptive Paraphrasing | Aug 21, 2018 | BIG-bench Machine LearningText Simplification | —Unverified | 0 |
| Machine learning non-local correlations | Aug 21, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals | Aug 21, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Wrapped Loss Function for Regularizing Nonconforming Residual Distributions | Aug 21, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Applying Machine Learning To Maize Traits Prediction | Aug 20, 2018 | BIG-bench Machine LearningPrediction | CodeCode Available | 0 |
| PAC-learning is Undecidable | Aug 20, 2018 | BIG-bench Machine LearningPAC learning | —Unverified | 0 |
| Prediction of Reynolds Stresses in High-Mach-Number Turbulent Boundary Layers using Physics-Informed Machine Learning | Aug 19, 2018 | BIG-bench Machine LearningPhysics-informed machine learning | —Unverified | 0 |
| On the Predictability of non-CGM Diabetes Data for Personalized Recommendation | Aug 19, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Enhanced network anomaly detection based on deep neural networks | Aug 17, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Reinforcement Learning for Autonomous Defence in Software-Defined Networking | Aug 17, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Benchmarking Automatic Machine Learning Frameworks | Aug 17, 2018 | Automated Feature EngineeringAutoML | CodeCode Available | 3 |
| Identifying Implementation Bugs in Machine Learning based Image Classifiers using Metamorphic Testing | Aug 16, 2018 | BIG-bench Machine Learningspeech-recognition | —Unverified | 0 |
| A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning | Aug 16, 2018 | BIG-bench Machine LearningCompressive Sensing | CodeCode Available | 0 |
| Mitigation of Adversarial Attacks through Embedded Feature Selection | Aug 16, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation | Aug 15, 2018 | BIG-bench Machine LearningComputed Tomography (CT) | —Unverified | 0 |
| Shedding Light on Black Box Machine Learning Algorithms: Development of an Axiomatic Framework to Assess the Quality of Methods that Explain Individual Predictions | Aug 15, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Exploiting Deep Learning for Persian Sentiment Analysis | Aug 15, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Low Rank Regularization: A Review | Aug 14, 2018 | BIG-bench Machine LearningDenoising | —Unverified | 0 |
| Parallel Statistical and Machine Learning Methods for Estimation of Physical Load | Aug 14, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation | Aug 14, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| VizML: A Machine Learning Approach to Visualization Recommendation | Aug 14, 2018 | BIG-bench Machine LearningData Visualization | CodeCode Available | 0 |
| What is wrong with style transfer for texts? | Aug 13, 2018 | BIG-bench Machine LearningStyle Transfer | —Unverified | 0 |
| Estimating Heterogeneous Causal Effects in the Presence of Irregular Assignment Mechanisms | Aug 13, 2018 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| COLA: Decentralized Linear Learning | Aug 13, 2018 | BIG-bench Machine LearningCoLA | CodeCode Available | 0 |
| Robust high dimensional factor models with applications to statistical machine learning | Aug 12, 2018 | BIG-bench Machine LearningModel Selection | —Unverified | 0 |
| MARVIN: An Open Machine Learning Corpus and Environment for Automated Machine Learning Primitive Annotation and Execution | Aug 11, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Cross-location wind speed forecasting for wind energy applications using machine learning based models | Aug 10, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Model Reduction with Memory and the Machine Learning of Dynamical Systems | Aug 10, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks | Aug 10, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| BooST: Boosting Smooth Trees for Partial Effect Estimation in Nonlinear Regressions | Aug 10, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials | Aug 10, 2018 | BIG-bench Machine LearningClinical Knowledge | —Unverified | 0 |
| Greedy Algorithms for Approximating the Diameter of Machine Learning Datasets in Multidimensional Euclidean Space | Aug 10, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Lingke: A Fine-grained Multi-turn Chatbot for Customer Service | Aug 10, 2018 | BIG-bench Machine LearningChatbot | —Unverified | 0 |
| Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks | Aug 10, 2018 | BIG-bench Machine LearningIntrusion Detection | —Unverified | 0 |
| Classifier-Guided Visual Correction of Noisy Labels for Image Classification Tasks | Aug 9, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Data-driven polynomial chaos expansion for machine learning regression | Aug 9, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| OBOE: Collaborative Filtering for AutoML Model Selection | Aug 9, 2018 | Active LearningAutoML | CodeCode Available | 1 |
| Code-Mixed Sentiment Analysis Using Machine Learning and Neural Network Approaches | Aug 9, 2018 | BIG-bench Machine LearningSentence | —Unverified | 0 |
| Object Detection in Satellite Imagery using 2-Step Convolutional Neural Networks | Aug 9, 2018 | BIG-bench Machine LearningObject | —Unverified | 0 |
| Building a Kannada POS Tagger Using Machine Learning and Neural Network Models | Aug 9, 2018 | BIG-bench Machine LearningDependency Parsing | CodeCode Available | 0 |
| Highly Accelerated Multishot EPI through Synergistic Machine Learning and Joint Reconstruction | Aug 8, 2018 | BIG-bench Machine LearningImage Reconstruction | —Unverified | 0 |
| Importance of the Mathematical Foundations of Machine Learning Methods for Scientific and Engineering Applications | Aug 7, 2018 | BIG-bench Machine Learningimage-classification | —Unverified | 0 |
| Machine Learning Promoting Extreme Simplification of Spectroscopy Equipment | Aug 6, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Active Learning for Wireless IoT Intrusion Detection | Aug 4, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Helix: Accelerating Human-in-the-loop Machine Learning | Aug 3, 2018 | BIG-bench Machine LearningStructured Prediction | —Unverified | 0 |
| Machine Learning of Space-Fractional Differential Equations | Aug 2, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |