Probabilistic scheme for joint parameter estimation and state prediction in complex dynamical systems S Pérez-Vieites, IP Mariño, J Míguez Physical Review E 98 (6), 063305, 2018 | 18 | 2018 |
Nested Gaussian filters for recursive Bayesian inference and nonlinear tracking in state space models S Pérez-Vieites, J Míguez Signal Processing 189, 108295, 2021 | 6 | 2021 |
Nested smoothing algorithms for inference and tracking of heterogeneous multi-scale state-space systems S Pérez-Vieites, H Molina-Bulla, J Miguez arXiv preprint arXiv:2204.07795, 2022 | 1 | 2022 |
Second order subspace statistics for adaptive state-space partitioning in multiple particle filtering S Pérez-Vieites, J Vilà-Valls, MF Bugallo, J Míguez, P Closas 2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019 | 1 | 2019 |
End-to-End Learning of Gaussian Mixture Proposals Using Differentiable Particle Filters and Neural Networks B Cox, S Pérez-Vieites, N Zilberstein, M Sevilla, S Segarra, V Elvira ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
State and Dynamics Estimation with the Kalman-Langevin filter M Sevilla, N Zilberstein, B Cox, S Pérez-Vieites, V Elvira, S Segarra 2023 57th Asilomar Conference on Signals, Systems, and Computers, 1372-1376, 2023 | | 2023 |
Adaptive Gaussian Nested Filter for Parameter Estimation and State Tracking in Dynamical Systems S Pérez-Vieites, V Elvira ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | | 2023 |
Nested filtering methods for Bayesian inference in state space models S Pérez Vieites PhD thesis, Universidad Carlos III de Madrid, 2022 | | 2022 |
Kalman-based nested hybrid filters for recursive inference in state-space models S Pérez-Vieites, J Míguez 2020 28th European Signal Processing Conference (EUSIPCO), 2468-2472, 2021 | | 2021 |
A nested hybrid filter for parameter estimation and state tracking in homogeneous multi-scale models S Pérez-Vieites, J Míguez 2020 IEEE 23rd International Conference on Information Fusion (FUSION), 1-8, 2020 | | 2020 |