Martin Sevilla

According to our database, Martin Sevilla authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Bayesian Topology Inference on Partially Known Networks from Input-Output Pairs.

Martin Sevilla, Santiago Segarra

Proceedings of the IEEE International Conference on Acoustics, 2024

End-to-End Learning of Gaussian Mixture Proposals Using Differentiable Particle Filters and Neural Networks.

Benjamin Cox, Sara Pérez-Vieites, Nicolas Zilberstein, Martin Sevilla, Santiago Segarra, Víctor Elvira

Proceedings of the IEEE International Conference on Acoustics, 2024

Estimation of partially known Gaussian graphical models with score-based structural priors.

Martin Sevilla, Antonio G. Marques, Santiago Segarra

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Unsupervised Learning of Sampling Distributions for Particle Filters.

Fernando Gama, Nicolas Zilberstein, Martin Sevilla, Richard G. Baraniuk, Santiago Segarra

IEEE Trans. Signal Process., 2023

State and Dynamics Estimation with the Kalman-Langevin filter.

Martin Sevilla, Nicolas Zilberstein, Benjamin Cox, Sara Pérez-Vieites, Víctor Elvira, Santiago Segarra

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023