| Using NLP to measure democracy | Feb 22, 2015 | Articlesregression | —Unverified | 0 |
| Learning with Square Loss: Localization through Offset Rademacher Complexity | Feb 21, 2015 | regression | —Unverified | 0 |
| Finding Dantzig selectors with a proximity operator based fixed-point algorithm | Feb 19, 2015 | regression | —Unverified | 0 |
| Proper Complex Gaussian Processes for Regression | Feb 17, 2015 | Gaussian Processesregression | —Unverified | 0 |
| Particle Gibbs for Bayesian Additive Regression Trees | Feb 16, 2015 | regression | —Unverified | 0 |
| Nonparametric regression using needlet kernels for spherical data | Feb 14, 2015 | regression | —Unverified | 0 |
| Weighted SGD for _p Regression with Randomized Preconditioning | Feb 12, 2015 | regression | —Unverified | 0 |
| Proximal Algorithms in Statistics and Machine Learning | Feb 11, 2015 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Gaussian Process Models for HRTF based Sound-Source Localization and Active-Learning | Feb 11, 2015 | Active Learningregression | —Unverified | 0 |
| Distributed Gaussian Processes | Feb 10, 2015 | FormGaussian Processes | —Unverified | 0 |
| Implementing Randomized Matrix Algorithms in Parallel and Distributed Environments | Feb 10, 2015 | regression | —Unverified | 0 |
| Evaluation of modelling approaches for predicting the spatial distribution of soil organic carbon stocks at the national scale | Feb 9, 2015 | regression | —Unverified | 0 |
| Marginalizing Gaussian Process Hyperparameters using Sequential Monte Carlo | Feb 6, 2015 | regression | —Unverified | 0 |
| Quantum Energy Regression using Scattering Transforms | Feb 6, 2015 | regression | —Unverified | 0 |
| Regression and Learning to Rank Aggregation for User Engagement Evaluation | Jan 29, 2015 | Learning-To-RankRecommendation Systems | —Unverified | 0 |
| ggRandomForests: Visually Exploring a Random Forest for Regression | Jan 28, 2015 | regression | CodeCode Available | 0 |
| A Neural Network Anomaly Detector Using the Random Cluster Model | Jan 28, 2015 | Anomaly DetectionGeneral Classification | —Unverified | 0 |
| Covariate influence in spatially autocorrelated occupancy and abundance data | Jan 27, 2015 | regression | —Unverified | 0 |
| Online Nonparametric Regression with General Loss Functions | Jan 26, 2015 | regression | —Unverified | 0 |
| Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners | Jan 25, 2015 | Bilevel Optimizationregression | —Unverified | 0 |
| Randomized sketches for kernels: Fast and optimal non-parametric regression | Jan 25, 2015 | regression | —Unverified | 0 |
| Slice Sampling for Probabilistic Programming | Jan 20, 2015 | Probabilistic Programmingregression | —Unverified | 0 |
| Implementable confidence sets in high dimensional regression | Jan 19, 2015 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Coupled Depth Learning | Jan 19, 2015 | Depth Estimationregression | —Unverified | 0 |
| A new ADMM algorithm for the Euclidean median and its application to robust patch regression | Jan 16, 2015 | DenoisingImage Denoising | —Unverified | 0 |
