| Neural Tangent Kernel of Matrix Product States: Convergence and Applications | Nov 28, 2021 | regression | —Unverified | 0 |
| Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression | Nov 27, 2021 | Federated Learningregression | —Unverified | 0 |
| Factor-augmented tree ensembles | Nov 27, 2021 | Ensemble Learningregression | CodeCode Available | 0 |
| A dual semismooth Newton based augmented Lagrangian method for large-scale linearly constrained sparse group square-root Lasso problems | Nov 27, 2021 | regression | —Unverified | 0 |
| Robust Permutation Tests in Linear Instrumental Variables Regression | Nov 26, 2021 | regression | —Unverified | 0 |
| GMFlow: Learning Optical Flow via Global Matching | Nov 26, 2021 | Optical Flow Estimationregression | CodeCode Available | 2 |
| Neural Fields as Learnable Kernels for 3D Reconstruction | Nov 26, 2021 | 3D ReconstructionInductive Bias | —Unverified | 0 |
| Network regression and supervised centrality estimation | Nov 25, 2021 | regressionvalid | —Unverified | 0 |
| Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio | Nov 25, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Differentially Private Nonparametric Regression Under a Growth Condition | Nov 24, 2021 | Binary Classificationregression | —Unverified | 0 |
| Causal Analysis and Prediction of Human Mobility in the U.S. during the COVID-19 Pandemic | Nov 24, 2021 | regressionTime Series Analysis | —Unverified | 0 |
| State-space deep Gaussian processes with applications | Nov 24, 2021 | Gaussian Processesregression | CodeCode Available | 1 |
| Robust Time-Varying Parameters Estimation Based on I-DREM Procedure | Nov 23, 2021 | regression | —Unverified | 0 |
| MARS via LASSO | Nov 23, 2021 | regression | CodeCode Available | 0 |
| Uncertainty estimation under model misspecification in neural network regression | Nov 23, 2021 | Decision Makingregression | CodeCode Available | 0 |
| Linearised Laplace Inference in Networks with Normalisation Layers and the Neural g-Prior | Nov 22, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Dynamic Regret for Strongly Adaptive Methods and Optimality of Online KRR | Nov 22, 2021 | Open-Ended Question Answeringregression | —Unverified | 0 |
| Auto-Encoding Score Distribution Regression for Action Quality Assessment | Nov 22, 2021 | Action Quality Assessmentregression | CodeCode Available | 1 |
| Learning PSD-valued functions using kernel sums-of-squares | Nov 22, 2021 | Metric Learningregression | CodeCode Available | 0 |
| Optimized Inference in Regression Kink Designs | Nov 21, 2021 | regressionvalid | —Unverified | 0 |
| A Data-Driven Line Search Rule for Support Recovery in High-dimensional Data Analysis | Nov 21, 2021 | regression | —Unverified | 0 |
| Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval | Nov 21, 2021 | Deep Reinforcement LearningImage Retrieval | CodeCode Available | 0 |
| COVID-19 Detection through Deep Feature Extraction | Nov 21, 2021 | regression | —Unverified | 0 |
| An Evolutionary Forest for Regression | Nov 20, 2021 | Penn Machine Learning Benchmarkregression | CodeCode Available | 1 |
| SPDE-Net: Neural Network based prediction of stabilization parameter for SUPG technique | Nov 19, 2021 | regression | —Unverified | 0 |
