# Complex-valued Gaussian Process Regression for Time Series Analysis

30 Nov 2016Luca AmbrogioniEric Maris

The construction of synthetic complex-valued signals from real-valued observations is an important step in many time series analysis techniques. The most widely used approach is based on the Hilbert transform, which maps the real-valued signal into its quadrature component... (read more)

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