| Safeguarded Dynamic Label Regression for Generalized Noisy Supervision | Mar 6, 2019 | Image ClassificationLearning with noisy labels | CodeCode Available | 0 |
| Orthogonal Structure Search for Efficient Causal Discovery from Observational Data | Mar 6, 2019 | Causal Discoveryregression | —Unverified | 0 |
| What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features | Mar 5, 2019 | ImputationMissing Values | CodeCode Available | 0 |
| Automatic microscopic cell counting by use of deeply-supervised density regression model | Mar 4, 2019 | Automatic Cell Countingregression | —Unverified | 0 |
| Traditional Machine Learning for Pitch Detection | Mar 4, 2019 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy-Krause variation | Mar 4, 2019 | Denoisingregression | —Unverified | 0 |
| Multiple Learning for Regression in big data | Mar 3, 2019 | Formregression | —Unverified | 0 |
| Stability of decision trees and logistic regression | Mar 3, 2019 | regression | —Unverified | 0 |
| FRI -- Feature Relevance Intervals for Interpretable and Interactive Data Exploration | Mar 2, 2019 | feature selectionGeneral Classification | —Unverified | 0 |
| Approximation Properties of Variational Bayes for Vector Autoregressions | Mar 2, 2019 | Bayesian Inferenceregression | —Unverified | 0 |
| Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos | Mar 1, 2019 | Action Localizationobject-detection | —Unverified | 0 |
| On the complexity of logistic regression models | Mar 1, 2019 | Model Selectionregression | —Unverified | 0 |
| Automatic microscopic cell counting by use of unsupervised adversarial domain adaptation and supervised density regression | Mar 1, 2019 | Automatic Cell CountingDomain Adaptation | —Unverified | 0 |
| Tensor-variate Mixture of Experts for Proportional Myographic Control of a Robotic Hand | Feb 28, 2019 | Mixture-of-Expertsregression | CodeCode Available | 0 |
| On Robustness of Principal Component Regression | Feb 28, 2019 | Art AnalysisCausal Inference | —Unverified | 0 |
| Local Function Complexity for Active Learning via Mixture of Gaussian Processes | Feb 27, 2019 | Active LearningGaussian Processes | —Unverified | 0 |
| Provable Approximations for Constrained _p Regression | Feb 27, 2019 | regression | —Unverified | 0 |
| Cross validation in sparse linear regression with piecewise continuous nonconvex penalties and its acceleration | Feb 27, 2019 | regression | CodeCode Available | 0 |
| Efficient online learning with kernels for adversarial large scale problems | Feb 26, 2019 | regression | CodeCode Available | 0 |
| Prediction of treatment outcome for autism from structure of the brain based on sure independence screening | Feb 26, 2019 | feature selectionMedical Image Analysis | —Unverified | 0 |
| Self-Selective Correlation Ship Tracking Method for Smart Ocean System | Feb 26, 2019 | Managementregression | —Unverified | 0 |
| Logarithmic Regret for parameter-free Online Logistic Regression | Feb 26, 2019 | regression | —Unverified | 0 |
| Binscatter Regressions | Feb 25, 2019 | quantile regressionregression | CodeCode Available | 0 |
| Working Paper: Improved Stock Price Forecasting Algorithm based on Feature-weighed Support Vector Regression by using Grey Correlation Degree | Feb 24, 2019 | Decision Makingregression | —Unverified | 0 |
| Nonlinear generalization of the monotone single index model | Feb 24, 2019 | modelregression | CodeCode Available | 0 |
