| Complex-Valued Gaussian Processes for Regression | Nov 18, 2015 | Gaussian Processesregression | —Unverified | 0 |
| A Block Regression Model for Short-Term Mobile Traffic Forecasting | Nov 17, 2015 | regression | —Unverified | 0 |
| Optimized Linear Imputation | Nov 17, 2015 | ImputationMissing Values | —Unverified | 0 |
| The least squares method for option pricing revisited | Nov 16, 2015 | regression | —Unverified | 0 |
| Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models | Nov 16, 2015 | Binary ClassificationClassifier calibration | —Unverified | 0 |
| Coarse-to-fine Face Alignment with Multi-Scale Local Patch Regression | Nov 16, 2015 | Face AlignmentFace Recognition | —Unverified | 0 |
| Efficient AUC Optimization for Information Ranking Applications | Nov 16, 2015 | Information Retrievalregression | —Unverified | 0 |
| Using Text Mining To Analyze Real Estate Classifieds | Nov 15, 2015 | regression | —Unverified | 0 |
| Robust Elastic Net Regression | Nov 15, 2015 | regression | —Unverified | 0 |
| Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference | Nov 14, 2015 | parameter estimationregression | —Unverified | 0 |
| Lass-0: sparse non-convex regression by local search | Nov 13, 2015 | regression | —Unverified | 0 |
| Robust Face Alignment Using a Mixture of Invariant Experts | Nov 13, 2015 | Face Alignmentregression | —Unverified | 0 |
| Facial Landmark Detection with Tweaked Convolutional Neural Networks | Nov 12, 2015 | Face VerificationFacial Landmark Detection | —Unverified | 0 |
| Black-box α-divergence Minimization | Nov 10, 2015 | General Classificationregression | CodeCode Available | 0 |
| Finding structure in data using multivariate tree boosting | Nov 6, 2015 | regression | CodeCode Available | 0 |
| Efficient Multiscale Gaussian Process Regression using Hierarchical Clustering | Nov 6, 2015 | Clusteringregression | —Unverified | 0 |
| Streaming regularization parameter selection via stochastic gradient descent | Nov 6, 2015 | regression | —Unverified | 0 |
| Pixel-wise Segmentation of Street with Neural Networks | Nov 2, 2015 | Object Recognitionregression | —Unverified | 0 |
| Prediction of Dynamical time Series Using Kernel Based Regression and Smooth Splines | Oct 31, 2015 | Denoisingregression | —Unverified | 0 |
| Deep Recurrent Regression for Facial Landmark Detection | Oct 30, 2015 | Facial Landmark Detectionregression | —Unverified | 0 |
| Nonconvex Penalization in Sparse Estimation: An Approach Based on the Bernstein Function | Oct 29, 2015 | General Classificationregression | —Unverified | 0 |
| Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso | Oct 28, 2015 | regression | —Unverified | 0 |
| Blitzkriging: Kronecker-structured Stochastic Gaussian Processes | Oct 27, 2015 | Gaussian ProcessesGeneral Classification | —Unverified | 0 |
| Some like it hot - visual guidance for preference prediction | Oct 27, 2015 | Collaborative FilteringPrediction | —Unverified | 0 |
| On the complexity of switching linear regression | Oct 23, 2015 | regression | —Unverified | 0 |