| Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters | Dec 1, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 1 |
| Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model | Dec 1, 2020 | regressionUncertainty Quantification | —Unverified | 0 |
| Randomized tests for high-dimensional regression: A more efficient and powerful solution | Dec 1, 2020 | regression | —Unverified | 0 |
| Neuronal Gaussian Process Regression | Dec 1, 2020 | regression | CodeCode Available | 0 |
| Generalised Bayesian Filtering via Sequential Monte Carlo | Dec 1, 2020 | Bayesian InferenceObject Tracking | —Unverified | 0 |
| On ranking via sorting by estimated expected utility | Dec 1, 2020 | regression | —Unverified | 0 |
| Myersonian Regression | Dec 1, 2020 | regression | —Unverified | 0 |
| Smooth And Consistent Probabilistic Regression Trees | Dec 1, 2020 | regression | —Unverified | 0 |
| Detection as Regression: Certified Object Detection with Median Smoothing | Dec 1, 2020 | Objectobject-detection | —Unverified | 0 |
| FCM-RDpA: TSK Fuzzy Regression Model Construction Using Fuzzy C-Means Clustering, Regularization, DropRule, and Powerball AdaBelief | Nov 30, 2020 | Clusteringregression | CodeCode Available | 0 |
| RegFlow: Probabilistic Flow-based Regression for Future Prediction | Nov 30, 2020 | Future predictionPrediction | —Unverified | 0 |
| A Hypergradient Approach to Robust Regression without Correspondence | Nov 30, 2020 | Multi-Object TrackingObject Tracking | —Unverified | 0 |
| Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts | Nov 30, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Unsupervised Path Regression Networks | Nov 30, 2020 | Motion Planningregression | —Unverified | 0 |
| Active Output Selection Strategies for Multiple Learning Regression Models | Nov 29, 2020 | Active Learningregression | —Unverified | 0 |
| Approximate Cross-validated Mean Estimates for Bayesian Hierarchical Regression Models | Nov 29, 2020 | regression | CodeCode Available | 0 |
| A Boundary Regression Model for Nested Named Entity Recognition | Nov 29, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| RGBD-Net: Predicting color and depth images for novel views synthesis | Nov 29, 2020 | Novel View Synthesisregression | —Unverified | 0 |
| A Role for Prior Knowledge in Statistical Classification of the Transition from MCI to Alzheimer's Disease | Nov 28, 2020 | ClassificationClinical Knowledge | —Unverified | 0 |
| Optimal and Safe Estimation for High-Dimensional Semi-Supervised Learning | Nov 28, 2020 | parameter estimationregression | —Unverified | 0 |
| On Generalization of Adaptive Methods for Over-parameterized Linear Regression | Nov 28, 2020 | regression | —Unverified | 0 |
| Machine Intelligent Techniques for Ramp Event Prediction in Offshore and Onshore Wind Farms | Nov 28, 2020 | regression | —Unverified | 0 |
| Arbitrary-Oriented Object Detection in Remote Sensing Images Based on Polar Coordinates | Nov 27, 2020 | Objectobject-detection | —Unverified | 0 |
| Toe-Heal-Air-Injection Thermal Recovery Production Prediction and Modelling Using Quadratic Poisson Polynomial Regression | Nov 27, 2020 | Predictionregression | —Unverified | 0 |
| Learning to extrapolate using continued fractions: Predicting the critical temperature of superconductor materials | Nov 27, 2020 | Continued fractionregression | —Unverified | 0 |
