Categorical Representation Learning and RG flow operators for algorithmic classifiers

no code implementations • 15 Mar 2022 • Artan Sheshmani, YiZhuang You, Wenbo Fu, Ahmadreza Azizi

In particular we apply the RG categorifier to particular genomic sequences of flu viruses and show how our technology is capable of extracting the information from given genomic sequences, find their hidden symmetries and dominant features, classify them and use the trained data to make stochastic prediction of new plausible generated sequences associated with new set of viruses which could avoid the human immune system.

Representation Learning