Signal Processing and Learning Group (GTSA)


Universidad Carlos III De Madrid


Signal and Communications Theory

Research Field(s)

Signal Theory, Machine Learning

Key Words

Detection and classification of signals and images, including formulations, Parametric and nonparametric, centralized and distributed, Machine learning and image signal processing, including both design of classifiers and estimators as feature extraction and information for classification and estimation, Advanced techniques of statistical signal processing, including among others nonlinear filtering, Monte Carlo methods, Bayesian methods or signal decomposition, Information theory, with emphasis in the fields of Shannon theory, coding theory and data compression.

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