Gaussian Process Amplitude Demodulation by Message Passing

This repository stores experiments of the paper "Gaussian Process Amplitude Demodulation by Message Passing" submitted to MLSP-2023 conference.

Experiments

All experiments are stored in the file "GPAD_Experiment.ipynb". To reproduce the experiments, you first clone this repository to your machine, then run the notebook.

Supplementary document

All derivations of the message update rules in the paper can be found in the pdf file "Supplementary.pdf".