| Modeling Suspicious Email Detection using Enhanced Feature Selection | Dec 6, 2013 | feature selectionGeneral Classification | —Unverified | 0 |
| Swapping Variables for High-Dimensional Sparse Regression with Correlated Measurements | Dec 5, 2013 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Families of Parsimonious Finite Mixtures of Regression Models | Dec 2, 2013 | parameter estimationregression | —Unverified | 0 |
| Adaptivity to Local Smoothness and Dimension in Kernel Regression | Dec 1, 2013 | regression | —Unverified | 0 |
| Lexical and Hierarchical Topic Regression | Dec 1, 2013 | regressionSentiment Analysis | —Unverified | 0 |
| Parametric Task Learning | Dec 1, 2013 | Multi-Task Learningquantile regression | —Unverified | 0 |
| Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms | Dec 1, 2013 | AllGeneral Classification | —Unverified | 0 |
| Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression | Dec 1, 2013 | regressionVariational Inference | —Unverified | 0 |
| Sketching Structured Matrices for Faster Nonlinear Regression | Dec 1, 2013 | regression | —Unverified | 0 |
| Dirty Statistical Models | Dec 1, 2013 | regression | —Unverified | 0 |
| Approximate Gaussian process inference for the drift function in stochastic differential equations | Dec 1, 2013 | regression | —Unverified | 0 |
| Deep Neural Networks for Object Detection | Dec 1, 2013 | General Classificationimage-classification | —Unverified | 0 |
| Reconciling "priors" & "priors" without prejudice? | Dec 1, 2013 | Computational EfficiencyDenoising | —Unverified | 0 |
| Faster Ridge Regression via the Subsampled Randomized Hadamard Transform | Dec 1, 2013 | regression | —Unverified | 0 |
| Regression-tree Tuning in a Streaming Setting | Dec 1, 2013 | regression | —Unverified | 0 |
| Information-theoretic lower bounds for distributed statistical estimation with communication constraints | Dec 1, 2013 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| PAC-Bayes-Empirical-Bernstein Inequality | Dec 1, 2013 | regression | —Unverified | 0 |
| Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model | Dec 1, 2013 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| New Subsampling Algorithms for Fast Least Squares Regression | Dec 1, 2013 | regression | —Unverified | 0 |
| A Blockwise Descent Algorithm for Group-penalized Multiresponse and Multinomial Regression | Nov 26, 2013 | regression | —Unverified | 0 |
| A Comprehensive Approach to Universal Piecewise Nonlinear Regression Based on Trees | Nov 25, 2013 | regression | —Unverified | 0 |
| Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization | Nov 22, 2013 | Compressive Sensingparameter estimation | —Unverified | 0 |
| A new adjusted maximum likelihood method for the Fay–Herriot small area model | Nov 20, 2013 | regression | —Unverified | 0 |
| Discriminative Density-ratio Estimation | Nov 18, 2013 | Density Ratio EstimationGeneral Classification | —Unverified | 0 |
| A Component Lasso | Nov 18, 2013 | regression | —Unverified | 0 |
