| Accelerating Approximate Bayesian Computation with Quantile Regression: Application to Cosmological Redshift Distributions | Jul 24, 2017 | quantile regressionregression | —Unverified | 0 |
| On Scalable Inference with Stochastic Gradient Descent | Jul 1, 2017 | quantile 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 |
| Transformation Forests | Jan 9, 2017 | Prediction Intervalsquantile regression | —Unverified | 0 |
| Joint quantile regression in vector-valued RKHSs | Dec 1, 2016 | Multi-Task Learningquantile regression | —Unverified | 0 |
| Generalized Random Forests | Oct 5, 2016 | Heterogeneous Treatment Effect Estimationquantile regression | CodeCode Available | 0 |
| Bayesian quantile additive regression trees | Jul 10, 2016 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Prediction of allosteric sites and mediating interactions through bond-to-bond propensities | May 31, 2016 | quantile regression | —Unverified | 0 |
| Learning theory estimates with observations from general stationary stochastic processes | May 10, 2016 | Learning Theoryquantile regression | —Unverified | 0 |
| Semismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression | Sep 9, 2015 | quantile regressionregression | —Unverified | 0 |
| Joint estimation of quantile planes over arbitrary predictor spaces | Jul 11, 2015 | Econometricsparameter estimation | —Unverified | 0 |
| A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression | Dec 30, 2014 | parameter estimationquantile regression | —Unverified | 0 |
| Learning rates for the risk of kernel based quantile regression estimators in additive models | May 14, 2014 | Additive modelsquantile regression | —Unverified | 0 |
| Sparse Quantile Huber Regression for Efficient and Robust Estimation | Feb 19, 2014 | quantile regressionregression | —Unverified | 0 |
| Performance Analysis Of Neural Network Models For Oxazolines And Oxazoles Derivatives Descriptor Dataset | Dec 10, 2013 | Drug DiscoveryMedical Diagnosis | —Unverified | 0 |
| Parametric Task Learning | Dec 1, 2013 | Multi-Task Learningquantile regression | —Unverified | 0 |
| Quantile Regression for Large-scale Applications | May 1, 2013 | quantile regressionregression | —Unverified | 0 |
| Strong oracle optimality of folded concave penalized estimation | Oct 22, 2012 | quantile regressionregression | —Unverified | 0 |
| An efficient model-free estimation of multiclass conditional probability | Sep 22, 2012 | quantile regressionregression | —Unverified | 0 |