Statistical models based on Gaussian random variables occupy a central position in modern data analysis, offering a mathematically tractable framework for inference, prediction and dimensionality ...
CATALOG DESCRIPTION: Fundamentals of random variables; mean-squared estimation; limit theorems and convergence; definition of random processes; autocorrelation and stationarity; Gaussian and Poisson ...
Although machine learning has shown great success in finite-dimensional systems, its application to CV systems, particularly in the detection of Gaussian steering, remains largely unexplored. The ...
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