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Akyildiz, O. D.; Chouzenoux, E.; Elvira, Victor; Miguez, Joaquín

A probabilistic incremental proximal gradient method Journal Article

In: IEEE Signal Processing Letters, 26 (8), pp. 1257-1261, 2019.

Links | BibTeX | Tags: extended Kalman filtering, Probabilistic optimization, proximal algorithms, stochastic gradient


Djuric, Petar M; Bugallo, Monica F; Closas, Pau; Miguez, Joaquin

Measuring the Robustness of Sequential Methods Inproceedings

In: 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop, pp. 29–32, IEEE, Aruba, Dutch Antilles, 2009, ISBN: 978-1-4244-5179-1.

Abstract | Links | BibTeX | Tags: Additive noise, cumulative distribution functions, data processing method, extended Kalman filtering, Extraterrestrial measurements, Filtering, Gaussian distribution, Gaussian noise, Kalman filters, Kolmogorov-Smirnov distance, Least squares approximation, Noise robustness, nonlinear filters, robustness, sequential methods, statistical distributions, telecommunication computing