| Poisson Subsampling Algorithms for Large Sample Linear Regression in Massive Data | Sep 7, 2015 | regression | —Unverified | 0 |
| Theoretical and Experimental Analyses of Tensor-Based Regression and Classification | Sep 6, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| l1-norm Penalized Orthogonal Forward Regression | Sep 4, 2015 | regression | —Unverified | 0 |
| Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment | Sep 1, 2015 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Flexible Domain Adaptation for Automated Essay Scoring Using Correlated Linear Regression | Sep 1, 2015 | Automated Essay ScoringDomain Adaptation | —Unverified | 0 |
| Online Supervised Subspace Tracking | Sep 1, 2015 | Dimensionality Reductionregression | —Unverified | 0 |
| X-TREPAN: a multi class regression and adapted extraction of comprehensible decision tree in artificial neural networks | Aug 30, 2015 | General Classificationregression | —Unverified | 0 |
| A Comparison Between Decision Trees and Decision Tree Forest Models for Software Development Effort Estimation | Aug 28, 2015 | regression | —Unverified | 0 |
| Designating market maker behaviour in Limit Order Book markets | Aug 18, 2015 | regression | —Unverified | 0 |
| Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo | Aug 18, 2015 | GPRregression | CodeCode Available | 0 |
| ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R | Aug 18, 2015 | General Classificationregression | CodeCode Available | 1 |
| RCR: Robust Compound Regression for Robust Estimation of Errors-in-Variables Model | Aug 12, 2015 | regression | CodeCode Available | 0 |
| Bayesian Dropout | Aug 12, 2015 | regression | —Unverified | 0 |
| Model-based SIR for dimension reduction | Aug 10, 2015 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| Primal-Dual Active-Set Methods for Isotonic Regression and Trend Filtering | Aug 10, 2015 | regression | —Unverified | 0 |
| The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization | Aug 8, 2015 | regressionVariable Selection | —Unverified | 0 |
| Bayesian Approximate Kernel Regression with Variable Selection | Aug 5, 2015 | Binary Classificationregression | CodeCode Available | 0 |
| Bayesian mixtures of spatial spline regressions | Aug 4, 2015 | ClusteringDensity Estimation | —Unverified | 0 |
| Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian | Jul 28, 2015 | Domain Adaptationregression | —Unverified | 0 |
| Online Censoring for Large-Scale Regressions with Application to Streaming Big Data | Jul 27, 2015 | Dimensionality Reductionregression | —Unverified | 0 |
| Real-time 2D/3D Registration via CNN Regression | Jul 27, 2015 | Computational Efficiencyregression | —Unverified | 0 |
| Optimal Learning Rates for Localized SVMs | Jul 23, 2015 | regression | —Unverified | 0 |
| Rule Of Thumb: Deep derotation for improved fingertip detection | Jul 21, 2015 | Fingertip DetectionGeneral Classification | —Unverified | 0 |
| A statistical perspective of sampling scores for linear regression | Jul 21, 2015 | regression | —Unverified | 0 |
| Linear Inverse Problems with Norm and Sparsity Constraints | Jul 20, 2015 | Combinatorial Optimizationregression | —Unverified | 0 |
