| Counterfactual Analysis in Dynamic Latent State Models | May 27, 2022 | counterfactualEpidemiology | —Unverified | 0 |
| Deep Direct Discriminative Decoders for High-dimensional Time-series Data Analysis | May 22, 2022 | DecoderHippocampus | CodeCode Available | 0 |
| Learning Individual Interactions from Population Dynamics with Discrete-Event Simulation Model | May 4, 2022 | State Space Models | —Unverified | 0 |
| Continuous-time identification of dynamic state-space models by deep subspace encoding | Apr 20, 2022 | State Space Models | CodeCode Available | 0 |
| Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach | Apr 19, 2022 | State Space Models | —Unverified | 0 |
| On the Herdability of Linear Time-Invariant Systems with Special Topological Structures | Apr 18, 2022 | ClusteringState Space Models | —Unverified | 0 |
| A Tutorial on Solution Properties of State Space Models of Dynamical Systems | Apr 12, 2022 | State Space Models | —Unverified | 0 |
| Causal Discovery of Macroeconomic State-Space Models | Apr 5, 2022 | Causal DiscoveryState Space Models | CodeCode Available | 0 |
| Impedance-based Root-cause Analysis: Comparative Study of Impedance Models and Calculation of Eigenvalue Sensitivity | Apr 4, 2022 | SensitivityState Space Models | —Unverified | 0 |
| Inverse Online Learning: Understanding Non-Stationary and Reactionary Policies | Mar 14, 2022 | Decision MakingState Space Models | CodeCode Available | 0 |
| Interpretable Latent Variables in Deep State Space Models | Mar 3, 2022 | DecoderState Space Models | —Unverified | 0 |
| Neural Ordinary Differential Equations for Nonlinear System Identification | Feb 28, 2022 | State Space Models | —Unverified | 0 |
| Data-driven approximation and reduction from noisy data in matrix pencil frameworks | Feb 19, 2022 | State Space Models | —Unverified | 0 |
| Simple Models and Biased Forecasts | Feb 14, 2022 | State Space ModelsTime Series | —Unverified | 0 |
| Efficient learning of hidden state LTI state space models of unknown order | Feb 3, 2022 | State Space Models | —Unverified | 0 |
| Inertial Navigation Using an Inertial Sensor Array | Jan 28, 2022 | Numerical IntegrationState Space Models | CodeCode Available | 0 |
| The Annotated S4 | Jan 17, 2022 | State Space Models | —Unverified | 0 |
| Inverse Extended Kalman Filter -- Part I: Fundamentals | Jan 5, 2022 | State Space Models | —Unverified | 0 |
| Linear Variational State-Space Filtering | Jan 4, 2022 | State Space Models | CodeCode Available | 0 |
| Variational-Based Nonlinear Bayesian Filtering with Biased Observations | Dec 29, 2021 | Decision MakingState Estimation | —Unverified | 0 |
| Efficient Estimation of State-Space Mixed-Frequency VARs: A Precision-Based Approach | Dec 21, 2021 | State Space Models | —Unverified | 0 |
| SSDNet: State Space Decomposition Neural Network for Time Series Forecasting | Dec 19, 2021 | Deep LearningState Space Models | CodeCode Available | 0 |
| On Recursive State Estimation for Linear State-Space Models Having Quantized Output Data | Dec 15, 2021 | QuantizationState Estimation | —Unverified | 0 |
| Traversing Time with Multi-Resolution Gaussian Process State-Space Models | Dec 6, 2021 | State Space Models | —Unverified | 0 |
| Latent Matters: Learning Deep State-Space Models | Dec 1, 2021 | State Space ModelsVariational Inference | —Unverified | 0 |