| Relating Leverage Scores and Density using Regularized Christoffel Functions | May 21, 2018 | regression | —Unverified | 0 |
| PiPs: a Kernel-based Optimization Scheme for Analyzing Non-Stationary 1D Signals | May 21, 2018 | regressionSuper-Resolution | —Unverified | 0 |
| Multi-layer Kernel Ridge Regression for One-class Classification | May 20, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Improved Learning of One-hidden-layer Convolutional Neural Networks with Overlaps | May 20, 2018 | regression | —Unverified | 0 |
| Wasserstein regularization for sparse multi-task regression | May 20, 2018 | regression | CodeCode Available | 0 |
| Bitcoin price and its marginal cost of production: support for a fundamental value | May 19, 2018 | regression | —Unverified | 0 |
| Optimizing for Generalization in Machine Learning with Cross-Validation Gradients | May 18, 2018 | BIG-bench Machine LearningHyperparameter Optimization | CodeCode Available | 0 |
| Semisupervised Learning on Heterogeneous Graphs and its Applications to Facebook News Feed | May 18, 2018 | Classificationdomain classification | —Unverified | 0 |
| Action Completion: A Temporal Model for Moment Detection | May 17, 2018 | General Classificationmodel | CodeCode Available | 0 |
| Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model | May 17, 2018 | regression | CodeCode Available | 0 |
| A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression | May 17, 2018 | regressionVariable Selection | —Unverified | 0 |
| Prediction Rule Reshaping | May 16, 2018 | General ClassificationPrediction | —Unverified | 0 |
| Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks | May 16, 2018 | Autonomous DrivingGeneral Classification | CodeCode Available | 0 |
| When Regression Meets Manifold Learning for Object Recognition and Pose Estimation | May 16, 2018 | Multi-Task LearningObject Recognition | —Unverified | 0 |
| Robust Facial Landmark Localization Based on Texture and Pose Correlated Initialization | May 15, 2018 | Face Alignmentregression | —Unverified | 0 |
| Facial Landmark Detection: a Literature Survey | May 15, 2018 | Facial Landmark Detectionregression | —Unverified | 0 |
| Prediction of Facebook Post Metrics using Machine Learning | May 15, 2018 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| A Convergent Linear Regression Method for Forward-Backward Stochastic Differential Equations with Jumps | May 15, 2018 | regression | —Unverified | 0 |
| Offline EEG-Based Driver Drowsiness Estimation Using Enhanced Batch-Mode Active Learning (EBMAL) for Regression | May 12, 2018 | Active LearningBrain Computer Interface | —Unverified | 0 |
| Pool-Based Sequential Active Learning for Regression | May 12, 2018 | Active LearningDiversity | CodeCode Available | 0 |
| PALM: An Incremental Construction of Hyperplanes for Data Stream Regression | May 11, 2018 | Autonomous VehiclesClustering | —Unverified | 0 |
| Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time | May 10, 2018 | Domain Adaptationregression | —Unverified | 0 |
| Joint Action Unit localisation and intensity estimation through heatmap regression | May 9, 2018 | regression | CodeCode Available | 0 |
| A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D Images | May 8, 2018 | 3D Pose EstimationAutonomous Driving | CodeCode Available | 0 |
| Real-time regression analysis with deep convolutional neural networks | May 7, 2018 | Deep Learningregression | CodeCode Available | 0 |
