| 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 |
| Spatial Analysis Made Easy with Linear Regression and Kernels | Feb 22, 2019 | regression | —Unverified | 0 |
| The Generalized Complex Kernel Least-Mean-Square Algorithm | Feb 22, 2019 | regression | —Unverified | 0 |
| AReS and MaRS - Adversarial and MMD-Minimizing Regression for SDEs | Feb 22, 2019 | Gaussian ProcessesNumerical Integration | CodeCode Available | 0 |
| Towards end-to-end pulsed eddy current classification and regression with CNN | Feb 22, 2019 | General Classificationregression | —Unverified | 0 |
| Online Sampling from Log-Concave Distributions | Feb 21, 2019 | regression | CodeCode Available | 0 |
| Robust Ranking of Happiness Outcomes: A Median Regression Perspective | Feb 20, 2019 | regression | —Unverified | 0 |
| Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation | Feb 20, 2019 | regression | —Unverified | 0 |
| On the effect of age perception biases for real age regression | Feb 20, 2019 | Age Estimationregression | CodeCode Available | 0 |
| Filtering Point Targets via Online Learning of Motion Models | Feb 20, 2019 | regression | —Unverified | 0 |
| Feature Relevance Bounds for Ordinal Regression | Feb 20, 2019 | regression | CodeCode Available | 0 |
| Almost Sure Uniqueness of a Global Minimum Without Convexity | Feb 19, 2019 | regression | —Unverified | 0 |
| Accuracy of the Epic Sepsis Prediction Model in a Regional Health System | Feb 19, 2019 | regression | —Unverified | 0 |
| A Generative Map for Image-based Camera Localization | Feb 18, 2019 | Camera Localizationregression | CodeCode Available | 0 |
| Robust Sub-meter Level Indoor Localization - A Logistic Regression Approach | Feb 17, 2019 | Deep LearningIndoor Localization | —Unverified | 0 |
| Exploiting Unlabeled Data in CNNs by Self-supervised Learning to Rank | Feb 17, 2019 | Active LearningCrowd Counting | CodeCode Available | 0 |
| ODIN: ODE-Informed Regression for Parameter and State Inference in Time-Continuous Dynamical Systems | Feb 17, 2019 | Gaussian ProcessesModel Selection | CodeCode Available | 0 |
| Significance Tests for Neural Networks | Feb 16, 2019 | Computational Efficiencyregression | CodeCode Available | 0 |
| Classification with unknown class-conditional label noise on non-compact feature spaces | Feb 14, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Exponentially-Modified Gaussian Mixture Model: Applications in Spectroscopy | Feb 14, 2019 | modelquantile regression | —Unverified | 0 |
| Wireless Traffic Prediction with Scalable Gaussian Process: Framework, Algorithms, and Verification | Feb 13, 2019 | Predictionregression | —Unverified | 0 |
| Privacy-Utility Trade-off of Linear Regression under Random Projections and Additive Noise | Feb 13, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Distributed Online Linear Regression | Feb 13, 2019 | regression | —Unverified | 0 |
| A Tunable Loss Function for Binary Classification | Feb 12, 2019 | Binary ClassificationClassification | —Unverified | 0 |
