| Reduced-order modeling using Dynamic Mode Decomposition and Least Angle Regression | May 16, 2019 | Model Selectionregression | —Unverified | 0 |
| Improving Regression-based Event Study Analysis Using a Topological Machine-learning Method | May 16, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Survival of the Fittest in PlayerUnknown BattleGround | May 15, 2019 | regression | —Unverified | 0 |
| Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel k-means Clustering | May 15, 2019 | ClusteringOpen-Ended Question Answering | —Unverified | 0 |
| Optimizing MRF-ASL Scan Design for Precise Quantification of Brain Hemodynamics using Neural Network Regression | May 15, 2019 | Magnetic Resonance FingerprintingQuantization | —Unverified | 0 |
| Geometric Losses for Distributional Learning | May 15, 2019 | regression | —Unverified | 0 |
| Distribution Calibration for Regression | May 15, 2019 | Gaussian Processesregression | —Unverified | 0 |
| Efficient hinging hyperplanes neural network and its application in nonlinear system identification | May 15, 2019 | regressionVariable Selection | —Unverified | 0 |
| Nonlinear Semi-Parametric Models for Survival Analysis | May 14, 2019 | regressionSurvival Analysis | CodeCode Available | 0 |
| Transition Subspace Learning based Least Squares Regression for Image Classification | May 14, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| List-Decodable Linear Regression | May 14, 2019 | regression | —Unverified | 0 |
| Dimensionality Reduction for Tukey Regression | May 14, 2019 | Dimensionality Reductionregression | —Unverified | 0 |
| Federated Multi-task Hierarchical Attention Model for Sensor Analytics | May 13, 2019 | Activity RecognitionGeneral Classification | —Unverified | 0 |
| Locally Weighted Regression Pseudo-Rehearsal for Online Learning of Vehicle Dynamics | May 13, 2019 | regression | —Unverified | 0 |
| A New Look at an Old Problem: A Universal Learning Approach to Linear Regression | May 12, 2019 | regression | CodeCode Available | 0 |
| A fast online cascaded regression algorithm for face alignment | May 10, 2019 | Face AlignmentIncremental Learning | —Unverified | 0 |
| The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems | May 10, 2019 | General Classificationregression | CodeCode Available | 0 |
| Two-stage Best-scored Random Forest for Large-scale Regression | May 9, 2019 | Computational EfficiencyEnsemble Learning | —Unverified | 0 |
| Optimal Statistical Rates for Decentralised Non-Parametric Regression with Linear Speed-Up | May 8, 2019 | regression | —Unverified | 0 |
| Regression from Dependent Observations | May 8, 2019 | regression | —Unverified | 0 |
| Conformalized Quantile Regression | May 8, 2019 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis | May 8, 2019 | regressionvalid | —Unverified | 0 |
| Convolutional Mesh Regression for Single-Image Human Shape Reconstruction | May 8, 2019 | 3D geometry3D Hand Pose Estimation | CodeCode Available | 0 |
| A deep learning approach for analyzing the composition of chemometric data | May 7, 2019 | regression | —Unverified | 0 |
| F-measure Maximizing Logistic Regression | May 7, 2019 | regression | —Unverified | 0 |
