| Identifying stochastic oscillations in single-cell live imaging time series using Gaussian processes | May 25, 2017 | Gaussian ProcessesTime Series | CodeCode Available | 0 | 5 |
| Reconstructing Nonlinear Dynamical Systems from Multi-Modal Time Series | Nov 4, 2021 | Data IntegrationDecoder | CodeCode Available | 0 | 5 |
| Identifying Nonstationary Causal Structures with High-Order Markov Switching Models | Jun 25, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Identifying Unique Causal Network from Nonstationary Time Series | Nov 18, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Impact of non-stationarity on estimating and modeling empirical copulas of daily stock returns | Jun 26, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Challenges in detecting evolutionary forces in language change using diachronic corpora | Nov 3, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Learning interaction rules from multi-animal trajectories via augmented behavioral models | Jul 12, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Learning Interpretable Low-dimensional Representation via Physical Symmetry | Feb 5, 2023 | counterfactualTime 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 |
| Hyperparameter Tuning MLPs for Probabilistic Time Series Forecasting | Mar 7, 2024 | Hyperparameter OptimizationProbabilistic Time Series Forecasting | CodeCode Available | 0 | 5 |
