| A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts | Oct 14, 2016 | Author ProfilingFeature Engineering | —Unverified | 0 |
| Aboveground biomass mapping in French Guiana by combining remote sensing, forest inventories and environmental data | Oct 14, 2016 | regression | —Unverified | 0 |
| Two-sample testing in non-sparse high-dimensional linear models | Oct 14, 2016 | regressionTwo-sample testing | —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 |
| Recursive Diffeomorphism-Based Regression for Shape Functions | Oct 12, 2016 | regression | CodeCode Available | 0 |
| Parallelizing Stochastic Gradient Descent for Least Squares Regression: mini-batching, averaging, and model misspecification | Oct 12, 2016 | regression | CodeCode Available | 0 |
| Restoring STM images via Sparse Coding: noise and artifact removal | Oct 11, 2016 | Denoisingregression | —Unverified | 0 |
| Error Asymmetry in Causal and Anticausal Regression | Oct 11, 2016 | Predictionregression | —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 |
| Ensemble Maximum Entropy Classification and Linear Regression for Author Age Prediction | Oct 4, 2016 | Author ProfilingClassification | —Unverified | 0 |
| Model Selection for Gaussian Process Regression by Approximation Set Coding | Oct 4, 2016 | Gaussian ProcessesModel Selection | —Unverified | 0 |
| A Study on Estimating the Next Failure Time of Compressor Equipment in an Offshore Plant | Oct 3, 2016 | regression | —Unverified | 0 |
| Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems | Oct 2, 2016 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| Tuning parameter calibration for _1-regularized logistic regression | Oct 1, 2016 | feature selectionGeneral Classification | —Unverified | 0 |
| Big Data analytics. Three use cases with R, Python and Spark | Sep 30, 2016 | Collaborative FilteringManagement | —Unverified | 0 |
| Two-stage Convolutional Part Heatmap Regression for the 1st 3D Face Alignment in the Wild (3DFAW) Challenge | Sep 29, 2016 | 3D Face AlignmentDepth Estimation | CodeCode Available | 0 |
| Sparse principal component regression for generalized linear models | Sep 28, 2016 | parameter estimationregression | —Unverified | 0 |
| Robust Regression For Image Binarization Under Heavy Noises and Nonuniform Background | Sep 26, 2016 | BinarizationImage Segmentation | —Unverified | 0 |
| Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression | Sep 23, 2016 | Astronomyfeature selection | —Unverified | 0 |
| Robust Confidence Intervals in High-Dimensional Left-Censored Regression | Sep 22, 2016 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Convolutional aggregation of local evidence for large pose face alignment | Sep 21, 2016 | Face AlignmentFace Detection | —Unverified | 0 |
| Partial Least Squares Regression on Riemannian Manifolds and Its Application in Classifications | Sep 21, 2016 | General Classificationregression | —Unverified | 0 |
