| Modelling Regional Crime Risk using Directed Graph of Check-ins | Jul 25, 2019 | regression | —Unverified | 0 |
| Towards meta-learning for multi-target regression problems | Jul 25, 2019 | Meta-LearningMulti-target regression | —Unverified | 0 |
| Deep Learning Models to Predict Pediatric Asthma Emergency Department Visits | Jul 25, 2019 | Deep LearningManagement | —Unverified | 0 |
| Graph Neural Lasso for Dynamic Network Regression | Jul 25, 2019 | Graph Neural Networkregression | CodeCode Available | 0 |
| MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification | Jul 25, 2019 | Autonomous VehiclesClassification | CodeCode Available | 0 |
| Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression | Jul 25, 2019 | Image-to-Image RegressionManagement | —Unverified | 0 |
| Deep Learning-Based Least Square Forward-Backward Stochastic Differential Equation Solver for High-Dimensional Derivative Pricing | Jul 24, 2019 | regression | —Unverified | 0 |
| Dual Grid Net: hand mesh vertex regression from single depth maps | Jul 24, 2019 | regression | —Unverified | 0 |
| Classified Regression for Bayesian Optimization: Robot Learning with Unknown Penalties | Jul 24, 2019 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Deep Generative Quantile-Copula Models for Probabilistic Forecasting | Jul 24, 2019 | Probabilistic Time Series Forecastingquantile regression | —Unverified | 0 |
| Invertible Network for Classification and Biomarker Selection for ASD | Jul 23, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep Differentiable Random Forests for Age Estimation | Jul 23, 2019 | Age Estimationregression | —Unverified | 0 |
| Gaussian Process Regression for Pricing Variable Annuities with Stochastic Volatility and Interest Rate | Jul 22, 2019 | GPRregression | —Unverified | 0 |
| Hyperlink Regression via Bregman Divergence | Jul 22, 2019 | Graph EmbeddingLink Prediction | —Unverified | 0 |
| Reg R-CNN: Lesion Detection and Grading under Noisy Labels | Jul 22, 2019 | General ClassificationLesion Detection | CodeCode Available | 0 |
| Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices | Jul 22, 2019 | Arrhythmia DetectionComputational Efficiency | —Unverified | 0 |
| Direct Quantification for Coronary Artery Stenosis Using Multiview Learning | Jul 20, 2019 | Multiview Learningregression | —Unverified | 0 |
| Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for Paleoceanography | Jul 20, 2019 | Bayesian InferenceGPR | CodeCode Available | 0 |
| Fair quantile regression | Jul 19, 2019 | AttributeFairness | —Unverified | 0 |
| Kernel Mode Decomposition and programmable/interpretable regression networks | Jul 19, 2019 | GPRregression | CodeCode Available | 0 |
| Leveraging Knowledge Bases And Parallel Annotations For Music Genre Translation | Jul 18, 2019 | Diversityregression | CodeCode Available | 1 |
| Least Angle Regression in Tangent Space and LASSO for Generalized Linear Models | Jul 18, 2019 | Model Selectionparameter estimation | —Unverified | 0 |
| Subspace Inference for Bayesian Deep Learning | Jul 17, 2019 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples | Jul 17, 2019 | Active LearningExperimental Design | —Unverified | 0 |
| SubTSBR to tackle high noise and outliers for data-driven discovery of differential equations | Jul 17, 2019 | Bayesian Inferenceregression | —Unverified | 0 |
