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| Bayesian Dynamic Factor Models for High-dimensional Matrix-valued Time Series | Sep 12, 2024 | Time Series | —Unverified | 0 |
| Randomized Spline Trees for Functional Data Classification: Theory and Application to Environmental Time Series | Sep 12, 2024 | DiversityEnsemble Learning | —Unverified | 0 |
| Testing for a Forecast Accuracy Breakdown under Long Memory | Sep 11, 2024 | Time Series | —Unverified | 0 |
| Weather-Informed Probabilistic Forecasting and Scenario Generation in Power Systems | Sep 11, 2024 | Time Series | —Unverified | 0 |
| Robust financial calibration: a Bayesian approach for neural SDEs | Sep 10, 2024 | Time Series | CodeCode Available | 0 |
| Automated Data Augmentation for Few-Shot Time Series Forecasting: A Reinforcement Learning Approach Guided by a Model Zoo | Sep 10, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| VE: Modeling Multivariate Time Series Correlation with Variate Embedding | Sep 10, 2024 | Mixture-of-ExpertsMultivariate Time Series Forecasting | CodeCode Available | 0 |
| Predicting Electricity Consumption with Random Walks on Gaussian Processes | Sep 9, 2024 | Decision MakingFew-Shot Learning | —Unverified | 0 |
| Symmetry constrained neural networks for detection and localization of damage in metal plates | Sep 9, 2024 | Inductive BiasTime Series | —Unverified | 0 |
