| Cephalometric Landmark Detection by Attentive Feature Pyramid Fusion and Regression-Voting | Oct 10, 2019 | Deep Learningregression | —Unverified | 0 |
| Panoptic-DeepLab | Oct 10, 2019 | DecoderInstance Segmentation | CodeCode Available | 0 |
| Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses | Oct 10, 2019 | regressionRepresentation Learning | —Unverified | 0 |
| Supervised feature selection with orthogonal regression and feature weighting | Oct 9, 2019 | feature selectionregression | —Unverified | 0 |
| Electric Load and Power Forecasting Using Ensemble Gaussian Process Regression | Oct 9, 2019 | GPRregression | —Unverified | 0 |
| Estimating regression errors without ground truth values | Oct 9, 2019 | regression | —Unverified | 0 |
| NGBoost: Natural Gradient Boosting for Probabilistic Prediction | Oct 8, 2019 | Predictionregression | CodeCode Available | 2 |
| Self-Paced Deep Regression Forests for Facial Age Estimation | Oct 8, 2019 | Age EstimationMORPH | —Unverified | 0 |
| Automatic Construction of Multi-layer Perceptron Network from Streaming Examples | Oct 8, 2019 | General Classificationregression | —Unverified | 0 |
| Penalized regression via the restricted bridge estimator | Oct 8, 2019 | regression | —Unverified | 0 |
| Multi-Vehicle Interaction Scenarios Generation with Interpretable Traffic Primitives and Gaussian Process Regression | Oct 8, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Deep Evidential Regression | Oct 7, 2019 | regressionUncertainty Quantification | CodeCode Available | 1 |
| Ridge Regression: Structure, Cross-Validation, and Sketching | Oct 6, 2019 | regression | CodeCode Available | 0 |
| Predicting popularity of EV charging infrastructure from GIS data | Oct 6, 2019 | Binary Classificationregression | —Unverified | 0 |
| On Tractable Computation of Expected Predictions | Oct 5, 2019 | FairnessImputation | CodeCode Available | 0 |
| Variable Selection with Random Survival Forest and Bayesian Additive Regression Tree for Survival Data | Oct 4, 2019 | regressionSurvival Analysis | —Unverified | 0 |
| Donor's Deferral and Return Behavior: Partial Identification from a Regression Discontinuity Design with Manipulation | Oct 4, 2019 | Causal Inferenceregression | —Unverified | 0 |
| Tensor-based algorithms for image classification | Oct 4, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| PINFER: Privacy-Preserving Inference for Machine Learning | Oct 4, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Efficient Symmetric Norm Regression via Linear Sketching | Oct 4, 2019 | regression | —Unverified | 0 |
| Partial differential equation regularization for supervised machine learning | Oct 3, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Robust Risk Minimization for Statistical Learning | Oct 3, 2019 | parameter estimationregression | CodeCode Available | 0 |
| Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks | Oct 3, 2019 | Few-Shot Image ClassificationGeneral Classification | CodeCode Available | 0 |
| Bounds for Approximate Regret-Matching Algorithms | Oct 3, 2019 | regression | —Unverified | 0 |
| Multi-subject MEG/EEG source imaging with sparse multi-task regression | Oct 3, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
