| Selective linear segmentation for detecting relevant parameter changes | Feb 8, 2024 | Model SelectionPoint Processes | —Unverified | 0 |
| Text2Data: Low-Resource Data Generation with Textual Control | Feb 8, 2024 | Audio SynthesisTime Series | —Unverified | 0 |
| Reduced-order modeling of unsteady fluid flow using neural network ensembles | Feb 8, 2024 | Ensemble LearningPrediction | —Unverified | 0 |
| Sparse-VQ Transformer: An FFN-Free Framework with Vector Quantization for Enhanced Time Series Forecasting | Feb 8, 2024 | Computational EfficiencyMultivariate Time Series Forecasting | —Unverified | 0 |
| Attention as Robust Representation for Time Series Forecasting | Feb 8, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Exploring Hierarchical Classification Performance for Time Series Data: Dissimilarity Measures and Classifier Comparisons | Feb 7, 2024 | ClassificationTime Series | —Unverified | 0 |
| A Perspective on Individualized Treatment Effects Estimation from Time-series Health Data | Feb 7, 2024 | Time Series | —Unverified | 0 |
| Downside Risk Reduction Using Regime-Switching Signals: A Statistical Jump Model Approach | Feb 7, 2024 | Time Series | —Unverified | 0 |
| Learning under Temporal Label Noise | Feb 6, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Bayesian Vector AutoRegression with Factorised Granger-Causal Graphs | Feb 6, 2024 | Time SeriesUncertainty Quantification | —Unverified | 0 |
