| Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence | Apr 24, 2021 | regression | CodeCode Available | 0 |
| Regularized Nonlinear Regression for Simultaneously Selecting and Estimating Key Model Parameters | Apr 23, 2021 | regression | —Unverified | 0 |
| Scalable Predictive Time-Series Analysis of COVID-19: Cases and Fatalities | Apr 22, 2021 | regressionTime Series | —Unverified | 0 |
| Conditional Selective Inference for Robust Regression and Outlier Detection using Piecewise-Linear Homotopy Continuation | Apr 22, 2021 | Outlier Detectionregression | —Unverified | 0 |
| Personalizing Performance Regression Models to Black-Box Optimization Problems | Apr 22, 2021 | regression | —Unverified | 0 |
| An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering | Apr 22, 2021 | Clusteringregression | —Unverified | 0 |
| Robust Kernel-based Distribution Regression | Apr 21, 2021 | Learning Theoryregression | —Unverified | 0 |
| Space Partitioning and Regression Mode Seeking via a Mean-Shift-Inspired Algorithm | Apr 20, 2021 | regression | —Unverified | 0 |
| Bisecting for selecting: using a Laplacian eigenmaps clustering approach to create the new European football Super League | Apr 20, 2021 | Clusteringregression | —Unverified | 0 |
| A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression | Apr 20, 2021 | regression | —Unverified | 0 |
| NeRD: Neural 3D Reflection Symmetry Detector | Apr 19, 2021 | Pose Estimationregression | CodeCode Available | 1 |
| The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection | Apr 19, 2021 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics | Apr 19, 2021 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Bayesian Uncertainty and Expected Gradient Length -- Regression: Two Sides Of The Same Coin? | Apr 19, 2021 | Active LearningPose Estimation | CodeCode Available | 1 |
| A Mathematical Analysis of Learning Loss for Active Learning in Regression | Apr 19, 2021 | Active LearningPose Estimation | CodeCode Available | 1 |
| Mixtures of Gaussian Processes for regression under multiple prior distributions | Apr 19, 2021 | BIG-bench Machine LearningGaussian Processes | —Unverified | 0 |
| Modelling Net Loan Loss with Bayesian and Frequentist Regression Analysis | Apr 18, 2021 | regression | —Unverified | 0 |
| Consistent Accelerated Inference via Confident Adaptive Transformers | Apr 18, 2021 | Computational EfficiencyConformal Prediction | CodeCode Available | 1 |
| Non-asymptotic model selection in block-diagonal mixture of polynomial experts models | Apr 18, 2021 | Mixture-of-ExpertsModel Selection | —Unverified | 0 |
| Controlled abstention neural networks for identifying skillful predictions for regression problems | Apr 16, 2021 | regression | CodeCode Available | 1 |
| Probabilistic water demand forecasting using quantile regression algorithms | Apr 16, 2021 | Demand Forecastingquantile regression | —Unverified | 0 |
| Ridge Regression Neural Network for Pediatric Bone Age Assessment | Apr 15, 2021 | Instance Segmentationregression | —Unverified | 0 |
| Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning | Apr 15, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Depth Completion using Plane-Residual Representation | Apr 15, 2021 | Depth CompletionDepth Estimation | —Unverified | 0 |
| Towards Handling Uncertainty-at-Source in AI -- A Review and Next Steps for Interval Regression | Apr 15, 2021 | regression | —Unverified | 0 |
