| VisualBackProp for learning using privileged information with CNNs | May 24, 2018 | Autonomous DrivingBIG-bench Machine Learning | —Unverified | 0 |
| Optimal Algorithms for Continuous Non-monotone Submodular and DR-Submodular Maximization | May 24, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine-learning inference of fluid variables from data using reservoir computing | May 23, 2018 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Anticipating cryptocurrency prices using machine learning | May 22, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| The Roles of Supervised Machine Learning in Systems Neuroscience | May 21, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Super learning in the SAS system | May 21, 2018 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Minimax Lower Bounds for Cost Sensitive Classification | May 20, 2018 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Machine Learning for Predictive Analytics of Compute Cluster Jobs | May 20, 2018 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Robust Optimization over Multiple Domains | May 19, 2018 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Reconciled Polynomial Machine: A Unified Representation of Shallow and Deep Learning Models | May 19, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Tell Me Something New: A New Framework for Asynchronous Parallel Learning | May 19, 2018 | BIG-bench Machine LearningSplice Site Prediction | —Unverified | 0 |
| DeepLogic: Towards End-to-End Differentiable Logical Reasoning | May 18, 2018 | BIG-bench Machine LearningLogical Reasoning | CodeCode Available | 0 |
| Optimizing for Generalization in Machine Learning with Cross-Validation Gradients | May 18, 2018 | BIG-bench Machine LearningHyperparameter Optimization | CodeCode Available | 0 |
| Markov Chain Importance Sampling -- a highly efficient estimator for MCMC | May 18, 2018 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Can machine learning identify interesting mathematics? An exploration using empirically observed laws | May 18, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| ScaffoldNet: Detecting and Classifying Biomedical Polymer-Based Scaffolds via a Convolutional Neural Network | May 17, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Composite Semantic Relation Classification | May 16, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Unsupervised Machine Learning Based on Non-Negative Tensor Factorization for Analyzing Reactive-Mixing | May 16, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Prediction of Facebook Post Metrics using Machine Learning | May 15, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Corpus Conversion Service: A machine learning platform to ingest documents at scale [Poster abstract] | May 15, 2018 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| The Finite Sample Performance of Treatment Effects Estimators based on the Lasso | May 14, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning: Basic Principles | May 14, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning | May 13, 2018 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 |
| An O(N) Sorting Algorithm: Machine Learning Sort | May 11, 2018 | BIG-bench Machine LearningGPU | CodeCode Available | 0 |
| Distributed Deep Forest and its Application to Automatic Detection of Cash-out Fraud | May 11, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Randomized Smoothing SVRG for Large-scale Nonsmooth Convex Optimization | May 11, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning for Public Administration Research, with Application to Organizational Reputation | May 11, 2018 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending | May 10, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Deep Learning of Geometric Constellation Shaping including Fiber Nonlinearities | May 10, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Transcription Factor-DNA Binding Via Machine Learning Ensembles | May 10, 2018 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Learning to Teach | May 9, 2018 | BIG-bench Machine Learningimage-classification | —Unverified | 0 |
| Machine Learning in Compiler Optimisation | May 9, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Online normalizer calculation for softmax | May 8, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Detecting Compressed Cleartext Traffic from Consumer Internet of Things Devices | May 7, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Automatic Classification of Object Code Using Machine Learning | May 6, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Examining the Use of Neural Networks for Feature Extraction: A Comparative Analysis using Deep Learning, Support Vector Machines, and K-Nearest Neighbor Classifiers | May 6, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Learning Patient Representations from Text | May 5, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Modeling Dengue Vector Population Using Remotely Sensed Data and Machine Learning | May 4, 2018 | BIG-bench Machine LearningEarth Observation | —Unverified | 0 |
| Dynamic Control Flow in Large-Scale Machine Learning | May 4, 2018 | BIG-bench Machine LearningReinforcement Learning | —Unverified | 0 |
| A brief introduction to the Grey Machine Learning | May 4, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine learning regression on hyperspectral data to estimate multiple water parameters | May 3, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| The feasibility of automated identification of six algae types using neural networks and fluorescence-based spectral-morphological features | May 3, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| RF-PUF: Enhancing IoT Security through Authentication of Wireless Nodes using In-situ Machine Learning | May 3, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Siamese networks for generating adversarial examples | May 3, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| RF-PUF: IoT Security Enhancement through Authentication of Wireless Nodes using In-situ Machine Learning | May 2, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Automatic Coding for Neonatal Jaundice From Free Text Data Using Ensemble Methods | May 2, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Modelling tourism demand to Spain with machine learning techniques. The impact of forecast horizon on model selection | May 2, 2018 | BIG-bench Machine LearningModel Selection | —Unverified | 0 |
| Trainability and Accuracy of Neural Networks: An Interacting Particle System Approach | May 2, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Comparison of Classical and Nonlinear Models for Short-Term Electricity Price Prediction | May 2, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Images & Recipes: Retrieval in the cooking context | May 2, 2018 | BIG-bench Machine LearningRetrieval | CodeCode Available | 0 |