| Chernoff Sampling for Active Testing and Extension to Active Regression | Dec 15, 2020 | Active LearningExperimental Design | —Unverified | 0 |
| A t-SNE Based Classification Approach to Compositional Microbiome Data | Dec 14, 2020 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Noisy Linear Convergence of Stochastic Gradient Descent for CV@R Statistical Learning under Polyak-Łojasiewicz Conditions | Dec 14, 2020 | Fairnessregression | —Unverified | 0 |
| Feature Selection for Learning to Predict Outcomes of Compute Cluster Jobs with Application to Decision Support | Dec 14, 2020 | CPUfeature selection | —Unverified | 0 |
| A random shuffle method to expand a narrow dataset and overcome the associated challenges in a clinical study: a heart failure cohort example | Dec 12, 2020 | regression | CodeCode Available | 0 |
| Outlier-robust sparse/low-rank least-squares regression and robust matrix completion | Dec 12, 2020 | Matrix Completionregression | CodeCode Available | 0 |
| Learning Symbolic Expressions via Gumbel-Max Equation Learner Networks | Dec 12, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Synergistic Integration of Optical and Microwave Satellite Data for Crop Yield Estimation | Dec 11, 2020 | Earth Observationregression | —Unverified | 0 |
| Structured learning of rigid-body dynamics: A survey and unified view from a robotics perspective | Dec 11, 2020 | Gaussian Processesregression | —Unverified | 0 |
| Autoencoding Slow Representations for Semi-supervised Data Efficient Regression | Dec 11, 2020 | regressionRepresentation Learning | —Unverified | 0 |
| Price Suggestion for Online Second-hand Items with Texts and Images | Dec 10, 2020 | Binary Classificationregression | —Unverified | 0 |
| Nonlinear Regression with a Convolutional Encoder-Decoder for Remote Monitoring of Surface Electrocardiograms | Dec 10, 2020 | DecoderDiagnostic | —Unverified | 0 |
| 3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review | Dec 10, 2020 | Feature Engineeringregression | —Unverified | 0 |
| Stochastic Damped L-BFGS with Controlled Norm of the Hessian Approximation | Dec 10, 2020 | regression | —Unverified | 0 |
| Improving healthcare access management by predicting patient no-show behaviour | Dec 10, 2020 | Decision MakingManagement | CodeCode Available | 0 |
| Vision-based Price Suggestion for Online Second-hand Items | Dec 10, 2020 | Binary ClassificationDecision Making | —Unverified | 0 |
| Spatial noise-aware temperature retrieval from infrared sounder data | Dec 9, 2020 | Dimensionality Reductionregression | —Unverified | 0 |
| Warped Gaussian Processes in Remote Sensing Parameter Estimation and Causal Inference | Dec 9, 2020 | Causal InferenceGaussian Processes | —Unverified | 0 |
| Predicting Individual Substance Abuse Vulnerability using Machine Learning Techniques | Dec 9, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Consistent regression of biophysical parameters with kernel methods | Dec 9, 2020 | regression | —Unverified | 0 |
| Retrieval of Case 2 Water Quality Parameters with Machine Learning | Dec 8, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| On the existence of the maximum likelihood estimate and convergence rate under gradient descent for multi-class logistic regression | Dec 8, 2020 | regression | —Unverified | 0 |
| Estimation of the Mean Function of Functional Data via Deep Neural Networks | Dec 8, 2020 | regression | —Unverified | 0 |
| Interpretable deep learning regression for breast density estimation on MRI | Dec 8, 2020 | Deep LearningDensity Estimation | —Unverified | 0 |
| Insurance valuation: A two-step generalised regression approach | Dec 8, 2020 | quantile regressionregression | —Unverified | 0 |
