| Computationally Efficient Robust Estimation of Sparse Functionals | Feb 24, 2017 | regression | —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 |
| k-Means Clustering and Ensemble of Regressions: An Algorithm for the ISIC 2017 Skin Lesion Segmentation Challenge | Feb 23, 2017 | ClusteringImage Segmentation | —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 |
| Interpreting Outliers: Localized Logistic Regression for Density Ratio Estimation | Feb 21, 2017 | Density Ratio EstimationOutlier Detection | —Unverified | 0 |
| Delving Deeper into MOOC Student Dropout Prediction | Feb 21, 2017 | Predictionregression | —Unverified | 0 |
| Stochastic Composite Least-Squares Regression with convergence rate O(1/n) | Feb 21, 2017 | regression | —Unverified | 0 |
| Uniform Inference for High-dimensional Quantile Regression: Linear Functionals and Regression Rank Scores | Feb 20, 2017 | quantile regressionregression | —Unverified | 0 |
| A Statistical Learning Approach to Modal Regression | Feb 20, 2017 | quantile regressionregression | —Unverified | 0 |
| SAGA and Restricted Strong Convexity | Feb 19, 2017 | regression | —Unverified | 0 |
| Machine learning prediction errors better than DFT accuracy | Feb 17, 2017 | BIG-bench Machine LearningDrug Discovery | —Unverified | 0 |
| Approximate Bayes learning of stochastic differential equations | Feb 17, 2017 | Gaussian Processesregression | —Unverified | 0 |
| Predicting Surgery Duration with Neural Heteroscedastic Regression | Feb 17, 2017 | regressionScheduling | —Unverified | 0 |
| Solving Equations of Random Convex Functions via Anchored Regression | Feb 17, 2017 | regression | —Unverified | 0 |
| Tree Ensembles with Rule Structured Horseshoe Regularization | Feb 16, 2017 | Cancer ClassificationGeneral Classification | —Unverified | 0 |
| A concentration inequality for the excess risk in least-squares regression with random design and heteroscedastic noise | Feb 16, 2017 | regression | —Unverified | 0 |
| Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging | Feb 16, 2017 | regression | —Unverified | 0 |
| Robust Regression via Mutivariate Regression Depth | Feb 15, 2017 | regression | —Unverified | 0 |
| metboost: Exploratory regression analysis with hierarchically clustered data | Feb 13, 2017 | MathMissing Values | CodeCode Available | 0 |
| Design of a Time Delay Reservoir Using Stochastic Logic: A Feasibility Study | Feb 13, 2017 | General Classificationregression | —Unverified | 0 |
| Coresets for Kernel Regression | Feb 13, 2017 | regressionTime Series | —Unverified | 0 |
| Stochastic Configuration Networks: Fundamentals and Algorithms | Feb 10, 2017 | regression | —Unverified | 0 |
| Driver Drowsiness Estimation from EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR) | Feb 9, 2017 | Domain AdaptationEEG | —Unverified | 0 |
