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| Generalization Error of Generalized Linear Models in High Dimensions | May 1, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| L_1-GP: L_1 Adaptive Control with Bayesian Learning | Apr 30, 2020 | GPRregression | —Unverified | 0 |
| Generalization Error for Linear Regression under Distributed Learning | Apr 30, 2020 | regression | —Unverified | 0 |
| Stereotype-Free Classification of Fictitious Faces | Apr 29, 2020 | ClassificationFairness | —Unverified | 0 |
| Emerging Relation Network and Task Embedding for Multi-Task Regression Problems | Apr 29, 2020 | Multi-Task Learningregression | —Unverified | 0 |
| Improving Vertical Positioning Accuracy with the Weighted Multinomial Logistic Regression Classifier | Apr 29, 2020 | regression | —Unverified | 0 |
| Neural Additive Models: Interpretable Machine Learning with Neural Nets | Apr 29, 2020 | Additive modelsBIG-bench Machine Learning | CodeCode Available | 1 |
| Nonlinear Regression Analysis Using Multi-Verse Optimizer | Apr 28, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines | Apr 28, 2020 | regression | —Unverified | 0 |
| The Impact of the Mini-batch Size on the Variance of Gradients in Stochastic Gradient Descent | Apr 27, 2020 | regression | —Unverified | 0 |
| On indirect assessment of heart rate in video | Apr 27, 2020 | Positionregression | —Unverified | 0 |
| Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations | Apr 27, 2020 | regressionSymbolic Regression | —Unverified | 0 |
| ExpDNN: Explainable Deep Neural Network | Apr 26, 2020 | regression | —Unverified | 0 |
| Two-Stage Penalized Regression Screening to Detect Biomarker-Treatment Interactions in Randomized Clinical Trials | Apr 25, 2020 | regression | —Unverified | 0 |
| Symbolic Regression Driven by Training Data and Prior Knowledge | Apr 24, 2020 | regressionSymbolic Regression | —Unverified | 0 |
| Learning a Formula of Interpretability to Learn Interpretable Formulas | Apr 23, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing | Apr 23, 2020 | Anomaly Detectionregression | —Unverified | 0 |
| PolyLaneNet: Lane Estimation via Deep Polynomial Regression | Apr 23, 2020 | Autonomous DrivingLane Detection | CodeCode Available | 1 |
| Learning Constrained Dynamics with Gauss Principle adhering Gaussian Processes | Apr 23, 2020 | Gaussian Processesregression | CodeCode Available | 0 |
| Location-Aware Feature Selection Text Detection Network | Apr 23, 2020 | feature selectionregression | —Unverified | 0 |
| High-dimensional macroeconomic forecasting using message passing algorithms | Apr 23, 2020 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Alternating Minimization Converges Super-Linearly for Mixed Linear Regression | Apr 23, 2020 | regression | —Unverified | 0 |
| Consistent Online Gaussian Process Regression Without the Sample Complexity Bottleneck | Apr 23, 2020 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Active Learning for Gaussian Process Considering Uncertainties with Application to Shape Control of Composite Fuselage | Apr 23, 2020 | Active Learningregression | —Unverified | 0 |