| Optimal Categorical Attribute Transformation for Granularity Change in Relational Databases for Binary Decision Problems in Educational Data Mining | Feb 28, 2017 | Attributeregression | —Unverified | 0 |
| Learning rates for classification with Gaussian kernels | Feb 28, 2017 | Binary ClassificationClassification | —Unverified | 0 |
| Evaluation of Machine Learning Methods to Predict Coronary Artery Disease Using Metabolomic Data | Feb 28, 2017 | BIG-bench Machine LearningDisease Prediction | —Unverified | 0 |
| Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion | Feb 28, 2017 | Image RegistrationMotion Compensation | CodeCode Available | 0 |
| An Efficient Pseudo-likelihood Method for Sparse Binary Pairwise Markov Network Estimation | Feb 27, 2017 | regression | —Unverified | 0 |
| Memory-Efficient Global Refinement of Decision-Tree Ensembles and its Application to Face Alignment | Feb 27, 2017 | Face AlignmentQuantization | —Unverified | 0 |
| Age Progression/Regression by Conditional Adversarial Autoencoder | Feb 27, 2017 | Attributeregression | CodeCode Available | 0 |
| Embarrassingly Parallel Inference for Gaussian Processes | Feb 27, 2017 | Gaussian ProcessesMixture-of-Experts | CodeCode Available | 0 |
| An update on statistical boosting in biomedicine | Feb 27, 2017 | regressionVariable Selection | —Unverified | 0 |
| Selection of training populations (and other subset selection problems) with an accelerated genetic algorithm (STPGA: An R-package for selection of training populations with a genetic algorithm) | Feb 26, 2017 | regressionVariable Selection | —Unverified | 0 |
| Efficient coordinate-wise leading eigenvector computation | Feb 25, 2017 | regression | —Unverified | 0 |
| Learning Rates for Kernel-Based Expectile Regression | Feb 24, 2017 | regression | —Unverified | 0 |
| Computationally Efficient Robust Estimation of Sparse Functionals | Feb 24, 2017 | regression | —Unverified | 0 |
| k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge | Feb 23, 2017 | ClusteringImage Segmentation | —Unverified | 0 |
| Sobolev Norm Learning Rates for Regularized Least-Squares Algorithm | Feb 23, 2017 | regression | —Unverified | 0 |
| GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification | Feb 23, 2017 | Additive modelsClassification | —Unverified | 0 |
| liquidSVM: A Fast and Versatile SVM package | Feb 22, 2017 | General ClassificationGPU | CodeCode Available | 0 |
| Regularizing Face Verification Nets For Pain Intensity Regression | Feb 22, 2017 | Face VerificationPain Intensity Regression | CodeCode Available | 0 |
| Stochastic Composite Least-Squares Regression with convergence rate O(1/n) | Feb 21, 2017 | regression | —Unverified | 0 |
| Delving Deeper into MOOC Student Dropout Prediction | Feb 21, 2017 | Predictionregression | —Unverified | 0 |
| Interpreting Outliers: Localized Logistic Regression for Density Ratio Estimation | Feb 21, 2017 | Density Ratio EstimationOutlier Detection | —Unverified | 0 |
| A Statistical Learning Approach to Modal Regression | Feb 20, 2017 | quantile regressionregression | —Unverified | 0 |
| Uniform Inference for High-dimensional Quantile Regression: Linear Functionals and Regression Rank Scores | Feb 20, 2017 | quantile regressionregression | —Unverified | 0 |
| SAGA and Restricted Strong Convexity | Feb 19, 2017 | regression | —Unverified | 0 |
| Solving Equations of Random Convex Functions via Anchored Regression | Feb 17, 2017 | regression | —Unverified | 0 |
