Martin Sevilla

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Unsupervised Learning

Bayesian Filtering Framework

Particle Filter

High Dimensional State Space

Top Venues

IEEE Trans. Signal Process.

Publications

Martin Sevilla, Antonio G. Marques, Santiago Segarra
Estimation of partially known Gaussian graphical models with score-based structural priors. AISTATS (2024)
Martin Sevilla, Santiago Segarra
Bayesian Topology Inference on Partially Known Networks from Input-Output Pairs. ICASSP (2024)
Martin Sevilla, Antonio Garcia Marques, Santiago Segarra
Estimation of partially known Gaussian graphical models with score-based structural priors. CoRR (2024)
Benjamin Cox, Sara Pérez-Vieites, Nicolas Zilberstein, Martin Sevilla, Santiago Segarra, Víctor Elvira
End-to-End Learning of Gaussian Mixture Proposals Using Differentiable Particle Filters and Neural Networks. ICASSP (2024)
Fernando Gama, Nicolas Zilberstein, Martin Sevilla, Richard G. Baraniuk, Santiago Segarra
Unsupervised Learning of Sampling Distributions for Particle Filters. IEEE Trans. Signal Process. 71 (2023)
Martin Sevilla, Nicolas Zilberstein, Benjamin Cox, Sara Pérez-Vieites, Víctor Elvira, Santiago Segarra
State and Dynamics Estimation with the Kalman-Langevin filter. ACSSC (2023)