| _1-regression with Heavy-tailed Distributions | Dec 1, 2018 | regression | —Unverified | 0 |
| Horizon-Independent Minimax Linear Regression | Dec 1, 2018 | regression | —Unverified | 0 |
| Trivia Score and Ranking Estimation Using Support Vector Regression and RankNet | Dec 1, 2018 | regression | —Unverified | 0 |
| Sketching Method for Large Scale Combinatorial Inference | Dec 1, 2018 | regression | —Unverified | 0 |
| Active Learning for Non-Parametric Regression Using Purely Random Trees | Dec 1, 2018 | Active LearningBinary Classification | CodeCode Available | 0 |
| Hierarchical Genetic Algorithms with evolving objective functions | Dec 1, 2018 | regression | —Unverified | 0 |
| An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression | Dec 1, 2018 | regression | —Unverified | 0 |
| Ridge Regression and Provable Deterministic Ridge Leverage Score Sampling | Dec 1, 2018 | regression | CodeCode Available | 0 |
| Optimal Subsampling with Influence Functions | Dec 1, 2018 | regression | —Unverified | 0 |
| Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds | Dec 1, 2018 | Generalization Boundsregression | —Unverified | 0 |
| Sequential model aggregation for production forecasting | Nov 30, 2018 | modelProduction Forecasting | —Unverified | 0 |
| Deep Haar Scattering Networks in Pattern Recognition: A promising approach | Nov 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Optimized Skeleton-based Action Recognition via Sparsified Graph Regression | Nov 29, 2018 | Action Recognitiongraph construction | —Unverified | 0 |
| Regression and Classification by Zonal Kriging | Nov 29, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Regression by clustering using Metropolis-Hastings | Nov 29, 2018 | ClusteringDiagnostic | —Unverified | 0 |
| A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods | Nov 29, 2018 | Binary ClassificationClassification | —Unverified | 0 |
| Distribution Regression with Sample Selection, with an Application to Wage Decompositions in the UK | Nov 28, 2018 | regression | —Unverified | 0 |
| Simple Local Polynomial Density Estimators | Nov 28, 2018 | regression | CodeCode Available | 0 |
| Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression | Nov 27, 2018 | regression | —Unverified | 0 |
| Calibrating Uncertainties in Object Localization Task | Nov 27, 2018 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Generalizing semi-supervised generative adversarial networks to regression using feature contrasting | Nov 27, 2018 | Age EstimationCrowd Counting | —Unverified | 0 |
| Mixture of Regression Experts in fMRI Encoding | Nov 26, 2018 | Mixture-of-Expertsregression | —Unverified | 0 |
| Intersectionality: Multiple Group Fairness in Expectation Constraints | Nov 25, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Sparse PCA from Sparse Linear Regression | Nov 25, 2018 | regression | —Unverified | 0 |
| Heterogeneous structural breaks in panel data models | Nov 24, 2018 | regression | —Unverified | 0 |
