  Autoencoder-based geometric shaping is proposed that includes optimizing bit
mappings. Up to 0.2 bits/QAM symbol gain in GMI is achieved for a variety of
data rates and in the presence of transceiver impairments. The gains can be
harvested with standard binary FEC at no cost w.r.t. conventional BICM.
