| LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series with Multiple Seasonal Patterns | Sep 10, 2019 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| TimeWak: Temporal Chained-Hashing Watermark for Time Series Data | Jun 6, 2025 | Time Series | CodeCode Available | 0 | 5 |
| Lyapunov-Guided Representation of Recurrent Neural Network Performance | Apr 11, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Combining Pseudo-Point and State Space Approximations for Sum-Separable Gaussian Processes | Jun 18, 2021 | EpidemiologyGaussian Processes | CodeCode Available | 0 | 5 |
| How Features Benefit: Parallel Series Embedding for Multivariate Time Series Forecasting with Transformer | Oct 31, 2022 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 | 5 |
| Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past | Mar 11, 2022 | regressionTime Series | CodeCode Available | 0 | 5 |
| Homological Neural Networks: A Sparse Architecture for Multivariate Complexity | Jun 27, 2023 | Deep LearningTime Series | CodeCode Available | 0 | 5 |
| High-dimensional regression with potential prior information on variable importance | Sep 23, 2021 | regressionTime Series | CodeCode Available | 0 | 5 |
| High dimensional regression for regenerative time-series: an application to road traffic modeling | Oct 24, 2019 | regressionTime Series | CodeCode Available | 0 | 5 |
| Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data | Dec 13, 2024 | DecoderStock Market Prediction | CodeCode Available | 0 | 5 |
