| Feature Selection via Mutual Information: New Theoretical Insights | Jul 17, 2019 | feature selectionregression | CodeCode Available | 1 |
| Stability selection enables robust learning of partial differential equations from limited noisy data | Jul 17, 2019 | compressed sensingModel Selection | CodeCode Available | 0 |
| Performance Assessment of Kron Reduction in the Numerical Analysis of Polyphase Power Systems | Jul 16, 2019 | regressionState Estimation | —Unverified | 0 |
| Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression | Jul 16, 2019 | regression | CodeCode Available | 0 |
| A Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data | Jul 16, 2019 | regression | —Unverified | 0 |
| Medical Concept Representation Learning from Claims Data and Application to Health Plan Payment Risk Adjustment | Jul 15, 2019 | DiagnosticFeature Engineering | —Unverified | 0 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 |
| Fast Haar Transforms for Graph Neural Networks | Jul 10, 2019 | General ClassificationNode Classification | —Unverified | 0 |
| Hybrid system identification using switching density networks | Jul 9, 2019 | Imitation Learningregression | CodeCode Available | 0 |
| Iteratively Reweighted _1-Penalized Robust Regression | Jul 9, 2019 | regressionVariable Selection | CodeCode Available | 0 |
| PathRank: A Multi-Task Learning Framework to Rank Paths in Spatial Networks | Jul 9, 2019 | Multi-Task LearningNetwork Embedding | —Unverified | 0 |
| Copula Representations and Error Surface Projections for the Exclusive Or Problem | Jul 8, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Unbiased estimators for random design regression | Jul 8, 2019 | regression | —Unverified | 0 |
| Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression | Jul 8, 2019 | regression | —Unverified | 0 |
| IRNet: A General Purpose Deep Residual Regression Framework for Materials Discovery | Jul 7, 2019 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Applying a Pre-trained Language Model to Spanish Twitter Humor Prediction | Jul 6, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Estimating location parameters in entangled single-sample distributions | Jul 6, 2019 | regression | —Unverified | 0 |
| Fair Kernel Regression via Fair Feature Embedding in Kernel Space | Jul 4, 2019 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 |
| Consistent Regression using Data-Dependent Coverings | Jul 4, 2019 | regression | CodeCode Available | 0 |
| Financial Time Series Data Processing for Machine Learning | Jul 3, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses | Jul 3, 2019 | Generalization Boundsregression | CodeCode Available | 0 |
| Neural Network Architecture Search with Differentiable Cartesian Genetic Programming for Regression | Jul 3, 2019 | regression | —Unverified | 0 |
| Adaptive Pricing in Insurance: Generalized Linear Models and Gaussian Process Regression Approaches | Jul 2, 2019 | Gaussian ProcessesManagement | —Unverified | 0 |
| An innovative adaptive kriging approach for efficient binary classification of mechanical problems | Jul 2, 2019 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Propagation of emotions, arousal and polarity in WordNet using Heterogeneous Structured Synset Embeddings | Jul 1, 2019 | regression | —Unverified | 0 |
