| Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices | Jul 22, 2019 | Arrhythmia DetectionComputational Efficiency | —Unverified | 0 |
| Bayesian Inference Gaussian Process Multiproxy Alignment of Continuous Signals (BIGMACS): Applications for Paleoceanography | Jul 20, 2019 | Bayesian InferenceGPR | CodeCode Available | 0 |
| Direct Quantification for Coronary Artery Stenosis Using Multiview Learning | Jul 20, 2019 | Multiview Learningregression | —Unverified | 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 |
| Least Angle Regression in Tangent Space and LASSO for Generalized Linear Models | Jul 18, 2019 | Model Selectionparameter estimation | —Unverified | 0 |
| Stability selection enables robust learning of partial differential equations from limited noisy data | Jul 17, 2019 | compressed sensingModel Selection | 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 |
| Subspace Inference for Bayesian Deep Learning | Jul 17, 2019 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Performance Assessment of Kron Reduction in the Numerical Analysis of Polyphase Power Systems | Jul 16, 2019 | regressionState Estimation | —Unverified | 0 |
| Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression | Jul 16, 2019 | regression | CodeCode Available | 0 |
| A Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data | Jul 16, 2019 | regression | —Unverified | 0 |
| Medical Concept Representation Learning from Claims Data and Application to Health Plan Payment Risk Adjustment | Jul 15, 2019 | DiagnosticFeature Engineering | —Unverified | 0 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 |
| Fast Haar Transforms for Graph Neural Networks | Jul 10, 2019 | General ClassificationNode Classification | —Unverified | 0 |
| Hybrid system identification using switching density networks | Jul 9, 2019 | Imitation Learningregression | CodeCode Available | 0 |
| Iteratively Reweighted _1-Penalized Robust Regression | Jul 9, 2019 | regressionVariable Selection | CodeCode Available | 0 |
| PathRank: A Multi-Task Learning Framework to Rank Paths in Spatial Networks | Jul 9, 2019 | Multi-Task LearningNetwork Embedding | —Unverified | 0 |
| Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression | Jul 8, 2019 | regression | —Unverified | 0 |
| Unbiased estimators for random design regression | Jul 8, 2019 | regression | —Unverified | 0 |
| Copula Representations and Error Surface Projections for the Exclusive Or Problem | Jul 8, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery | Jul 7, 2019 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Estimating location parameters in entangled single-sample distributions | Jul 6, 2019 | regression | —Unverified | 0 |
| Applying a Pre-trained Language Model to Spanish Twitter Humor Prediction | Jul 6, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
