| Online optimisation of log-linear weights in interactive machine translation | May 1, 2014 | Language ModellingMachine Translation | —Unverified | 0 |
| Conditional Density Estimation with Dimensionality Reduction via Squared-Loss Conditional Entropy Minimization | Apr 28, 2014 | Density EstimationDimensionality Reduction | —Unverified | 0 |
| Robust and Efficient Subspace Segmentation via Least Squares Regression | Apr 27, 2014 | regressionSegmentation | CodeCode Available | 0 |
| Approximate Inference for Nonstationary Heteroscedastic Gaussian process Regression | Apr 22, 2014 | regression | —Unverified | 0 |
| Multi-Target Regression via Random Linear Target Combinations | Apr 20, 2014 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| Geometric Inference for General High-Dimensional Linear Inverse Problems | Apr 17, 2014 | compressed sensingMatrix Completion | —Unverified | 0 |
| Sparse Bilinear Logistic Regression | Apr 15, 2014 | regression | —Unverified | 0 |
| Face Detection with a 3D Model | Apr 14, 2014 | Face Detectionmodel | —Unverified | 0 |
| Decreasing Weighted Sorted _1 Regularization | Apr 11, 2014 | Clusteringregression | —Unverified | 0 |
| Estimating nonlinear regression errors without doing regression | Apr 11, 2014 | regression | —Unverified | 0 |
| Efficiency of conformalized ridge regression | Apr 8, 2014 | Conformal PredictionPrediction | —Unverified | 0 |
| Cascades of Regression Tree Fields for Image Restoration | Apr 8, 2014 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Understanding Machine-learned Density Functionals | Apr 4, 2014 | regression | —Unverified | 0 |
| Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression | Apr 1, 2014 | regression | —Unverified | 0 |
| Source-side Preordering for Translation using Logistic Regression and Depth-first Branch-and-Bound Search | Apr 1, 2014 | Machine Translationregression | —Unverified | 0 |
| Sharpened Error Bounds for Random Sampling Based _2 Regression | Mar 30, 2014 | regression | —Unverified | 0 |
| Systematic Ensemble Learning for Regression | Mar 28, 2014 | Ensemble Learningregression | —Unverified | 0 |
| Sparse Recovery with Linear and Nonlinear Observations: Dependent and Noisy Data | Mar 12, 2014 | regression | —Unverified | 0 |
| Matroid Regression | Mar 4, 2014 | regression | —Unverified | 0 |
| Global solar irradiation prediction using a multi-gene genetic programming approach | Mar 3, 2014 | regressionSymbolic Regression | —Unverified | 0 |
| Multiview Hessian regularized logistic regression for action recognition | Mar 3, 2014 | Action RecognitionAttribute | —Unverified | 0 |
| Sparse principal component regression with adaptive loading | Feb 26, 2014 | regression | —Unverified | 0 |
| Predictive Interval Models for Non-parametric Regression | Feb 24, 2014 | Predictionregression | —Unverified | 0 |
| Machine Learning Methods in the Computational Biology of Cancer | Feb 24, 2014 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Manifold Gaussian Processes for Regression | Feb 24, 2014 | Gaussian Processesregression | CodeCode Available | 0 |
