| Gaussian Process Kernels for Popular State-Space Time Series Models | Oct 25, 2016 | Gaussian Processesregression | —Unverified | 0 |
| Approximate cross-validation formula for Bayesian linear regression | Oct 25, 2016 | regression | —Unverified | 0 |
| Distributed and parallel time series feature extraction for industrial big data applications | Oct 25, 2016 | Binary ClassificationClassification | CodeCode Available | 0 |
| Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis | Oct 25, 2016 | regression | CodeCode Available | 0 |
| Parallelizing Spectral Algorithms for Kernel Learning | Oct 24, 2016 | regression | —Unverified | 0 |
| Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity | Oct 23, 2016 | Demand ForecastingModel Selection | —Unverified | 0 |
| Minimax Error of Interpolation and Optimal Design of Experiments for Variable Fidelity Data | Oct 21, 2016 | regression | —Unverified | 0 |
| Generalization error minimization: a new approach to model evaluation and selection with an application to penalized regression | Oct 18, 2016 | Model Selectionregression | —Unverified | 0 |
| Wind ramp event prediction with parallelized Gradient Boosted Regression Trees | Oct 17, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| A Closed Form Solution to Multi-View Low-Rank Regression | Oct 14, 2016 | Formregression | —Unverified | 0 |
| Two-sample testing in non-sparse high-dimensional linear models | Oct 14, 2016 | regressionTwo-sample testing | —Unverified | 0 |
| Aboveground biomass mapping in French Guiana by combining remote sensing, forest inventories and environmental data | Oct 14, 2016 | regression | —Unverified | 0 |
| A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts | Oct 14, 2016 | Author ProfilingFeature Engineering | —Unverified | 0 |
| Bank Card Usage Prediction Exploiting Geolocation Information | Oct 13, 2016 | General ClassificationPosition | —Unverified | 0 |
| Generalization bound for kernel similarity learning | Oct 12, 2016 | regression | —Unverified | 0 |
| Parallelizing Stochastic Gradient Descent for Least Squares Regression: mini-batching, averaging, and model misspecification | Oct 12, 2016 | regression | CodeCode Available | 0 |
| Recursive Diffeomorphism-Based Regression for Shape Functions | Oct 12, 2016 | regression | CodeCode Available | 0 |
| Error Asymmetry in Causal and Anticausal Regression | Oct 11, 2016 | Predictionregression | —Unverified | 0 |
| Restoring STM images via Sparse Coding: noise and artifact removal | Oct 11, 2016 | Denoisingregression | —Unverified | 0 |
| Linear Hypothesis Testing in Dense High-Dimensional Linear Models | Oct 10, 2016 | regressionTwo-sample testing | —Unverified | 0 |
| A Methodology for Customizing Clinical Tests for Esophageal Cancer based on Patient Preferences | Oct 6, 2016 | General Classificationregression | —Unverified | 0 |
| Adaptive Online Sequential ELM for Concept Drift Tackling | Oct 6, 2016 | General Classificationregression | —Unverified | 0 |
| Model Selection for Gaussian Process Regression by Approximation Set Coding | Oct 4, 2016 | Gaussian ProcessesModel Selection | —Unverified | 0 |
| Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction | Oct 4, 2016 | Author ProfilingClassification | —Unverified | 0 |
| A Study on Estimating the Next Failure Time of Compressor Equipment in an Offshore Plant | Oct 3, 2016 | regression | —Unverified | 0 |
