| Forecasting the term structure of crude oil futures prices with neural networks | Apr 19, 2015 | regression | —Unverified | 0 |
| Color Constancy Using CNNs | Apr 17, 2015 | Color Constancyregression | CodeCode Available | 0 |
| Multichannel sparse recovery of complex-valued signals using Huber's criterion | Apr 16, 2015 | regression | —Unverified | 0 |
| Switching nonparametric regression models for multi-curve data | Apr 10, 2015 | regression | —Unverified | 0 |
| Deciding when to stop: Efficient stopping of active learning guided drug-target prediction | Apr 9, 2015 | Active Learningregression | —Unverified | 0 |
| Sparse Linear Regression With Missing Data | Mar 28, 2015 | regressionStochastic Optimization | —Unverified | 0 |
| Transductive Multi-label Zero-shot Learning | Mar 26, 2015 | Multi-label zero-shot learningregression | —Unverified | 0 |
| A Bayesian Approach to Sparse plus Low rank Network Identification | Mar 25, 2015 | Network Identificationregression | —Unverified | 0 |
| Penalty, Shrinkage, and Preliminary Test Estimators under Full Model Hypothesis | Mar 24, 2015 | regression | —Unverified | 0 |
| Adaptive Concentration of Regression Trees, with Application to Random Forests | Mar 22, 2015 | Model Selectionregression | CodeCode Available | 0 |
| Nonparametric Detection of Nonlinearly Mixed Pixels and Endmember Estimation in Hyperspectral Images | Mar 18, 2015 | Hyperspectral Unmixingregression | —Unverified | 0 |
| Improved Calibration of Near-Infrared Spectra by Using Ensembles of Neural Network Models | Mar 18, 2015 | regression | —Unverified | 0 |
| Novel Super-Resolution Method Based on High Order Nonlocal-Means | Mar 14, 2015 | Image ReconstructionMotion Estimation | —Unverified | 0 |
| Communication-efficient sparse regression: a one-shot approach | Mar 14, 2015 | regression | —Unverified | 0 |
| Fuzzy Mixed Integer Optimization Model for Regression Approach | Mar 13, 2015 | modelregression | —Unverified | 0 |
| Functional Inverse Regression in an Enlarged Dimension Reduction Space | Mar 12, 2015 | Dimensionality Reductionregression | —Unverified | 0 |
| Minimax Optimal Rates of Estimation in High Dimensional Additive Models: Universal Phase Transition | Mar 10, 2015 | Additive modelsregression | —Unverified | 0 |
| Deep Human Parsing with Active Template Regression | Mar 9, 2015 | Human ParsingPosition | —Unverified | 0 |
| Kernel-Based Just-In-Time Learning for Passing Expectation Propagation Messages | Mar 9, 2015 | regression | CodeCode Available | 0 |
| Fitting 3D Morphable Models using Local Features | Mar 8, 2015 | regression | CodeCode Available | 0 |
| Model selection of polynomial kernel regression | Mar 7, 2015 | modelModel Selection | —Unverified | 0 |
| A Chaining Algorithm for Online Nonparametric Regression | Feb 26, 2015 | Computational Efficiencyregression | —Unverified | 0 |
| Sparse Multivariate Factor Regression | Feb 25, 2015 | Dimensionality Reductionregression | —Unverified | 0 |
| Tensor decomposition with generalized lasso penalties | Feb 24, 2015 | regressionTensor Decomposition | —Unverified | 0 |
| Two-stage Sampling, Prediction and Adaptive Regression via Correlation Screening (SPARCS) | Feb 22, 2015 | Prognosisregression | —Unverified | 0 |
