| Spatial Scaling of Satellite Soil Moisture using Temporal Correlations and Ensemble Learning | Jan 21, 2016 | Ensemble Learningregression | —Unverified | 0 |
| Nonlinear variable selection with continuous outcome: a nonparametric incremental forward stagewise approach | Jan 20, 2016 | BIG-bench Machine LearningForm | —Unverified | 0 |
| Learning the kernel matrix via predictive low-rank approximations | Jan 17, 2016 | regression | CodeCode Available | 0 |
| “Eyes Open – Eyes Closed” EEG/fMRI data set including dedicated “Carbon Wire Loop” motion detection channels | Jan 15, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models | Jan 15, 2016 | Active LearningEEG | —Unverified | 0 |
| On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models | Jan 9, 2016 | Combinatorial Optimizationregression | —Unverified | 0 |
| Facial age estimation using BSIF and LBP | Jan 8, 2016 | Age Estimationregression | —Unverified | 0 |
| Deep Learning for Limit Order Books | Jan 8, 2016 | Deep LearningManagement | —Unverified | 0 |
| Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising | Jan 4, 2016 | DenoisingImage Denoising | —Unverified | 0 |
| Supervised Dimensionality Reduction via Distance Correlation Maximization | Jan 3, 2016 | Dimensionality Reductionregression | —Unverified | 0 |
| Towards perspective-free object counting with deep learning | Jan 1, 2016 | Deep LearningObject | CodeCode Available | 0 |
| Write a Classifier: Predicting Visual Classifiers from Unstructured Text | Dec 31, 2015 | regressionTransfer Learning | —Unverified | 0 |
| Low rank approximation and decomposition of large matrices using error correcting codes | Dec 30, 2015 | regression | —Unverified | 0 |
| The maximum penalty criterion for ridge regression: application to the calibration of the force constant in elastic network models | Dec 28, 2015 | regression | —Unverified | 0 |
| Liability-side Pricing of Swaps and Coherent CVA and FVA by Regression/Simulation | Dec 23, 2015 | regression | —Unverified | 0 |
| Facility Deployment Decisions through Warp Optimizaton of Regressed Gaussian Processes | Dec 22, 2015 | Dynamic Time WarpingGaussian Processes | —Unverified | 0 |
| Predicting the Sentiment Polarity and Rating of Yelp Reviews | Dec 20, 2015 | Classificationregression | CodeCode Available | 0 |
| Revisiting Differentially Private Regression: Lessons From Learning Theory and their Consequences | Dec 20, 2015 | Learning Theoryregression | —Unverified | 0 |
| Embryonic Elongation controlled by Graded Cell Fate: A Molecular Dynamics Approach | Dec 18, 2015 | regression | —Unverified | 0 |
| Probabilistic Programming with Gaussian Process Memoization | Dec 17, 2015 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Learning a Hybrid Architecture for Sequence Regression and Annotation | Dec 16, 2015 | regression | —Unverified | 0 |
| Quantum assisted Gaussian process regression | Dec 12, 2015 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Queue Imbalance as a One-Tick-Ahead Price Predictor in a Limit Order Book | Dec 11, 2015 | regression | —Unverified | 0 |
| Nonparametric Reduced-Rank Regression for Multi-SNP, Multi-Trait Association Mapping | Dec 8, 2015 | regression | CodeCode Available | 0 |
| Direct Intrinsics: Learning Albedo-Shading Decomposition by Convolutional Regression | Dec 8, 2015 | Intrinsic Image Decompositionregression | —Unverified | 0 |
