Inventory

Signal Processing and Learning Group (GTSA)

Universidad Carlos III De Madrid

Signal and Communications Theory

Signal Theory, Machine Learning

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.