Representation constraints in autoencoders, including known anchor positions and maximum-distance penalties for moving users, improve the global geometry of channel charts so that approximate positioning becomes possible.
Distributed representations of words and phrases and their compositionality,
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Improving Channel Charting with Representation-Constrained Autoencoders
Representation constraints in autoencoders, including known anchor positions and maximum-distance penalties for moving users, improve the global geometry of channel charts so that approximate positioning becomes possible.