| Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality | Aug 9, 2014 | Causal InferenceGeneralization Bounds | —Unverified | 0 |
| Conditional Probability Tree Estimation Analysis and Algorithms | Aug 9, 2014 | regression | —Unverified | 0 |
| Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations | Aug 9, 2014 | Gaussian Processesregression | —Unverified | 0 |
| Change Impact Analysis Based Regression Testing of Web Services | Aug 7, 2014 | Managementregression | —Unverified | 0 |
| Volumes of logistic regression models with applications to model selection | Aug 5, 2014 | Model Selectionregression | —Unverified | 0 |
| Collaborative Topic Regression with Multiple Graphs Factorization for Recommendation in Social Media | Aug 1, 2014 | Recommendation Systemsregression | —Unverified | 0 |
| Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases | Jul 30, 2014 | Privacy Preservingregression | —Unverified | 0 |
| Fast Bayesian Feature Selection for High Dimensional Linear Regression in Genomics via the Ising Approximation | Jul 30, 2014 | feature selectionregression | —Unverified | 0 |
| Efficient Regularized Regression for Variable Selection with L0 Penalty | Jul 28, 2014 | regressionVariable Selection | —Unverified | 0 |
| Multi-agents adaptive estimation and coverage control using Gaussian regression | Jul 22, 2014 | regression | —Unverified | 0 |
| Online Asynchronous Distributed Regression | Jul 16, 2014 | Distributed Computingregression | CodeCode Available | 0 |
| Analysis of purely random forests bias | Jul 15, 2014 | regression | —Unverified | 0 |
| Regression-Based Image Alignment for General Object Categories | Jul 8, 2014 | Objectregression | —Unverified | 0 |
| Structured Learning via Logistic Regression | Jul 3, 2014 | regression | —Unverified | 0 |
| Predictive Modelling of Bone Age through Classification and Regression of Bone Shapes | Jun 18, 2014 | General Classificationregression | —Unverified | 0 |
| Interval Forecasting of Electricity Demand: A Novel Bivariate EMD-based Support Vector Regression Modeling Framework | Jun 15, 2014 | Demand Forecastingregression | —Unverified | 0 |
| LOCO: Distributing Ridge Regression with Random Projections | Jun 13, 2014 | regression | —Unverified | 0 |
| Fast and Robust Least Squares Estimation in Corrupted Linear Models | Jun 12, 2014 | regression | —Unverified | 0 |
| Generalization and Robustness of Batched Weighted Average Algorithm with V-geometrically Ergodic Markov Data | Jun 12, 2014 | General Classificationregression | —Unverified | 0 |
| Equivalence of Learning Algorithms | Jun 10, 2014 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Compressed Gaussian Process | Jun 7, 2014 | regression | —Unverified | 0 |
| Learning-by-Synthesis for Appearance-based 3D Gaze Estimation | Jun 1, 2014 | 3D ReconstructionGaze Estimation | —Unverified | 0 |
| Robust Logistic Regression using Shift Parameters | Jun 1, 2014 | Named Entity Recognition (NER)regression | —Unverified | 0 |
| l_1-regularized Outlier Isolation and Regression | Jun 1, 2014 | regression | —Unverified | 0 |
| Model Transport: Towards Scalable Transfer Learning on Manifolds | Jun 1, 2014 | modelregression | —Unverified | 0 |
