| Regret-Optimal Filtering for Prediction and Estimation | Jan 25, 2021 | PredictionState Space Models | CodeCode Available | 0 |
| Method for estimating hidden structures determined by unidentifiable state-space models and time-series data based on the Groebner basis | Dec 22, 2020 | State Space ModelsTime Series | —Unverified | 0 |
| At the Intersection of Deep Sequential Model Framework and State-space Model Framework: Study on Option Pricing | Dec 14, 2020 | modelState Space Models | —Unverified | 0 |
| Variational State and Parameter Estimation | Dec 14, 2020 | parameter estimationState Space Models | —Unverified | 0 |
| Variational System Identification for Nonlinear State-Space Models | Dec 8, 2020 | parameter estimationState Space Models | —Unverified | 0 |
| Quantification of mismatch error in randomly switching linear state-space models | Dec 8, 2020 | State Space Models | —Unverified | 0 |
| Variational Autoencoders for Learning Nonlinear Dynamics of Physical Systems | Dec 7, 2020 | State Space Models | —Unverified | 0 |
| Normalizing Kalman Filters for Multivariate Time Series Analysis | Dec 1, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Physics-Informed Neural State Space Models via Learning and Evolution | Nov 26, 2020 | Model SelectionState Space Models | —Unverified | 0 |
| Experimental assessment of polynomial nonlinear state-space and nonlinear-mode models for near-resonant vibrations | Nov 17, 2020 | Cantilever BeamState Space Models | —Unverified | 0 |
