| The Galactic 3D large-scale dust distribution via Gaussian process regression on spherical coordinates | Apr 25, 2022 | 3D Reconstructionregression | —Unverified | 0 |
| Predicting Sleeping Quality using Convolutional Neural Networks | Apr 24, 2022 | Classificationregression | —Unverified | 0 |
| Double Machine Learning Methods for Estimating Average Treatment Effects: A Comparative Study | Apr 23, 2022 | regression | CodeCode Available | 0 |
| Local Gaussian process extrapolation for BART models with applications to causal inference | Apr 23, 2022 | Causal InferenceGaussian Processes | —Unverified | 0 |
| Exploring Hidden Semantics in Neural Networks with Symbolic Regression | Apr 22, 2022 | regressionSymbolic Regression | —Unverified | 0 |
| Error-in-variables modelling for operator learning | Apr 22, 2022 | Model DiscoveryOperator learning | —Unverified | 0 |
| End-to-end symbolic regression with transformers | Apr 22, 2022 | regressionSymbolic Regression | CodeCode Available | 1 |
| Inverse characterization of composites using guided waves and convolutional neural networks with dual-branch feature fusion | Apr 22, 2022 | regression | —Unverified | 0 |
| Distributed Nonparametric Estimation under Communication Constraints | Apr 21, 2022 | Density Estimationregression | —Unverified | 0 |
| Accurate Molecular-Orbital-Based Machine Learning Energies via Unsupervised Clustering of Chemical Space | Apr 21, 2022 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Deep transfer operator learning for partial differential equations under conditional shift | Apr 20, 2022 | Domain AdaptationOperator learning | CodeCode Available | 1 |
| Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive? | Apr 20, 2022 | Deep Learningregression | —Unverified | 0 |
| Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices | Apr 20, 2022 | Binary Classificationregression | —Unverified | 0 |
| NFT Appraisal Prediction: Utilizing Search Trends, Public Market Data, Linear Regression and Recurrent Neural Networks | Apr 18, 2022 | regression | —Unverified | 0 |
| Nonlinear and Nonseparable Structural Functions in Fuzzy Regression Discontinuity Designs | Apr 18, 2022 | regression | —Unverified | 0 |
| On Acceleration of Gradient-Based Empirical Risk Minimization using Local Polynomial Regression | Apr 16, 2022 | regression | —Unverified | 0 |
| FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression | Apr 16, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Optimal Learning Rates for Regularized Least-Squares with a Fourier Capacity Condition | Apr 16, 2022 | regression | —Unverified | 0 |
| The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants | Apr 15, 2022 | regression | CodeCode Available | 0 |
| An interpretable machine learning approach for ferroalloys consumptions | Apr 15, 2022 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning | Apr 15, 2022 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| SSR-HEF: Crowd Counting with Multi-Scale Semantic Refining and Hard Example Focusing | Apr 15, 2022 | Crowd Countingregression | —Unverified | 0 |
| Active Learning for Regression by Inverse Distance Weighting | Apr 14, 2022 | Active LearningClassification | —Unverified | 0 |
| Hierarchical Embedded Bayesian Additive Regression Trees | Apr 14, 2022 | regression | —Unverified | 0 |
| Control-oriented meta-learning | Apr 14, 2022 | Meta-Learningregression | CodeCode Available | 1 |