RESEARCHarXiv CS.LG·5/7/2026
Transformation Categorization Based on Group Decomposition Theory Using Parameter Division
This research explores unsupervised categorization of transformations between input pairs using algebraic constraints, aiming for a principled understanding of good representations. It introduces parameter division to refine prior Galois-theoretic methods, addressing their reliance on auxiliary assumptions and improving the decomposition of groups.
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