Author

Yao Wu

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Preprint Aug 2026

Residual Algebra for Representation-Preserving Learning

R residual algebra is proposed, in which each representation retains its coordinate system and owns its unresolved residual until an explicit aggregation boundary until an explicit aggregation boundary, with population variance reduction and first-order coupled-path mean orthogonality.

Yao Wu · 0 citations