Machine Learning, Artificial Intelligence, Graph Neural Networks, Deep Learning, Data Science.
a reconstruction of the original input X-hat that looks like the input X. The quality of the embedding determines the quality of the output X-hat. However, it might not be possible for the encoder to encode all information because the embedding has a lower dimensionality than the input. Therefore,