| Inadmissibility of the corrected Akaike information criterion | Nov 17, 2022 | regression | —Unverified | 0 |
| On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models | Nov 17, 2022 | Causal InferenceEconometrics | —Unverified | 0 |
| Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning | Nov 16, 2022 | ClassificationImage Classification | CodeCode Available | 1 |
| Vector-Valued Least-Squares Regression under Output Regularity Assumptions | Nov 16, 2022 | Image ReconstructionMulti-Label Classification | —Unverified | 0 |
| SketchySGD: Reliable Stochastic Optimization via Randomized Curvature Estimates | Nov 16, 2022 | regressionStochastic Optimization | CodeCode Available | 0 |
| SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting | Nov 16, 2022 | regressionTAR | CodeCode Available | 1 |
| Learning linear operators: Infinite-dimensional regression as a well-behaved non-compact inverse problem | Nov 16, 2022 | regression | —Unverified | 0 |
| Robust Alzheimer's Progression Modeling using Cross-Domain Self-Supervised Deep Learning | Nov 15, 2022 | regressionSelf-Supervised Learning | —Unverified | 0 |
| Is the Machine Smarter than the Theorist: Deriving Formulas for Particle Kinematics with Symbolic Regression | Nov 15, 2022 | regressionSymbolic Regression | —Unverified | 0 |
| Contrastive learning for regression in multi-site brain age prediction | Nov 14, 2022 | Contrastive Learningregression | CodeCode Available | 1 |
| Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression | Nov 14, 2022 | Multi-Armed Banditsregression | —Unverified | 0 |
| Type I Tobit Bayesian Additive Regression Trees for Censored Outcome Regression | Nov 14, 2022 | regressionVocal Bursts Type Prediction | —Unverified | 0 |
| Neural Regression For Scale-Varying Targets | Nov 14, 2022 | regression | CodeCode Available | 0 |
| Multilevel-in-Layer Training for Deep Neural Network Regression | Nov 11, 2022 | regression | CodeCode Available | 0 |
| Online Linearized LASSO | Nov 11, 2022 | regressionVariable Selection | —Unverified | 0 |
| Overparameterized random feature regression with nearly orthogonal data | Nov 11, 2022 | regression | —Unverified | 0 |
| Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression | Nov 11, 2022 | regressionTime Series | —Unverified | 0 |
| Semi-supervised Variational Autoencoder for Regression: Application on Soft Sensors | Nov 11, 2022 | regressionUncertainty Quantification | CodeCode Available | 1 |
| A Randomised Subspace Gauss-Newton Method for Nonlinear Least-Squares | Nov 10, 2022 | regression | —Unverified | 0 |
| A Benchmarking Dataset with 2440 Organic Molecules for Volume Distribution at Steady State | Nov 10, 2022 | Benchmarkingfeature selection | CodeCode Available | 0 |
| Regression as Classification: Influence of Task Formulation on Neural Network Features | Nov 10, 2022 | regression | CodeCode Available | 1 |
| Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related Data | Nov 9, 2022 | Image EnhancementLow-Light Image Enhancement | —Unverified | 0 |
| Sparse Bayesian Lasso via a Variable-Coefficient _1 Penalty | Nov 9, 2022 | regressionUncertainty Quantification | —Unverified | 0 |
| A Unified Analysis of Multi-task Functional Linear Regression Models with Manifold Constraint and Composite Quadratic Penalty | Nov 9, 2022 | Multi-Task Learningregression | —Unverified | 0 |
| flexBART: Flexible Bayesian regression trees with categorical predictors | Nov 8, 2022 | regression | CodeCode Available | 1 |
