| mlpack 3: a fast, flexible machine learning library | Jun 18, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 3 |
| Distributed learning with compressed gradients | Jun 18, 2018 | BIG-bench Machine LearningDistributed Optimization | —Unverified | 0 |
| Automated Bridge Component Recognition using Video Data | Jun 18, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Feature Learning and Classification in Neuroimaging: Predicting Cognitive Impairment from Magnetic Resonance Imaging | Jun 17, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases | Jun 17, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| A Scalable Machine Learning Approach for Inferring Probabilistic US-LI-RADS Categorization | Jun 15, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| On Machine Learning and Structure for Mobile Robots | Jun 15, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| From probabilistic graphical models to generalized tensor networks for supervised learning | Jun 15, 2018 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Homonym Detection in Curated Bibliographies: Learning from dblp's Experience (full version) | Jun 15, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Hardware Trojan Attacks on Neural Networks | Jun 14, 2018 | BIG-bench Machine LearningNeural Network Security | —Unverified | 0 |
| Towards Distributed Energy Services: Decentralizing Optimal Power Flow with Machine Learning | Jun 14, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| ServeNet: A Deep Neural Network for Web Services Classification | Jun 14, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Regularized Orthogonal Machine Learning for Nonlinear Semiparametric Models | Jun 13, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A Machine-Learning Item Recommendation System for Video Games | Jun 13, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate | Jun 13, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Adversarial Attacks on Variational Autoencoders | Jun 12, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Learning to Automatically Generate Fill-In-The-Blank Quizzes | Jun 12, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Fully Convolutional Network for Melanoma Diagnostics | Jun 12, 2018 | AnatomyBIG-bench Machine Learning | —Unverified | 0 |
| Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus | Jun 12, 2018 | BIG-bench Machine LearningMalware Detection | —Unverified | 0 |
| MISSION: Ultra Large-Scale Feature Selection using Count-Sketches | Jun 12, 2018 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 |
| Logistic Ensemble Models | Jun 12, 2018 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Improving Protein Gamma-Turn Prediction Using Inception Capsule Networks | Jun 11, 2018 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Auto-Meta: Automated Gradient Based Meta Learner Search | Jun 11, 2018 | BIG-bench Machine LearningMeta-Learning | —Unverified | 0 |
| Baselines and a datasheet for the Cerema AWP dataset | Jun 11, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Deep Learning for Classification Tasks on Geospatial Vector Polygons | Jun 11, 2018 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| ML + FV = ? A Survey on the Application of Machine Learning to Formal Verification | Jun 10, 2018 | Automated Theorem ProvingBIG-bench Machine Learning | —Unverified | 0 |
| A hybrid econometric-machine learning approach for relative importance analysis: Prioritizing food policy | Jun 9, 2018 | BIG-bench Machine LearningEconometrics | —Unverified | 0 |
| TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service | Jun 9, 2018 | BIG-bench Machine LearningBinarization | CodeCode Available | 0 |
| Domain Adaptive Generation of Aircraft on Satellite Imagery via Simulated and Unsupervised Learning | Jun 8, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Data-driven model for the identification of the rock type at a drilling bit | Jun 8, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Rotation Equivariant CNNs for Digital Pathology | Jun 8, 2018 | BIG-bench Machine LearningBreast Tumour Classification | CodeCode Available | 0 |
| Machine learning-based colon deformation estimation method for colonoscope tracking | Jun 8, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Machine Learning CICY Threefolds | Jun 8, 2018 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Large scale classification in deep neural network with Label Mapping | Jun 7, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Residual Unfairness in Fair Machine Learning from Prejudiced Data | Jun 7, 2018 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Learning Kolmogorov Models for Binary Random Variables | Jun 6, 2018 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Human-aided Multi-Entity Bayesian Networks Learning from Relational Data | Jun 6, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| SBAF: A New Activation Function for Artificial Neural Net based Habitability Classification | Jun 6, 2018 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Deploying Deep Ranking Models for Search Verticals | Jun 6, 2018 | BIG-bench Machine LearningSemantic Similarity | —Unverified | 0 |
| A New Framework for Machine Intelligence: Concepts and Prototype | Jun 6, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Efficient Differentiable Programming in a Functional Array-Processing Language | Jun 6, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Reverse iterative volume sampling for linear regression | Jun 6, 2018 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Quantitative Phase Imaging and Artificial Intelligence: A Review | Jun 6, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| A Machine Learning Framework for Stock Selection | Jun 5, 2018 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Machine Learning for Yield Curve Feature Extraction: Application to Illiquid Corporate Bonds (Preliminary Draft) | Jun 5, 2018 | BIG-bench Machine LearningDenoising | —Unverified | 0 |
| Reduced-Order Modeling through Machine Learning Approaches for Brittle Fracture Applications | Jun 5, 2018 | BIG-bench Machine Learning | —Unverified | 0 |
| Learning from Exemplars and Prototypes in Machine Learning and Psychology | Jun 4, 2018 | BIG-bench Machine LearningPrototype Selection | —Unverified | 0 |
| Agreement-based Learning | Jun 4, 2018 | BIG-bench Machine LearningModel Selection | —Unverified | 0 |
| Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark | Jun 4, 2018 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models | Jun 4, 2018 | BIG-bench Machine LearningInference Attack | CodeCode Available | 1 |