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Are transformers universal approximators of sequence-to-sequence functions? In International Conference on Learning Representations, 2020

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Algebraic Invariants of Lightning Self-Attention

math.AG · 2026-04-17 · unverdicted · novelty 5.0

Lightning self-attention coefficients are coordinates on an algebraic variety obeying Chow-type, low-rank, Veronese-type, and Sylvester-resultant invariants.

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  • Algebraic Invariants of Lightning Self-Attention math.AG · 2026-04-17 · unverdicted · none · ref 43

    Lightning self-attention coefficients are coordinates on an algebraic variety obeying Chow-type, low-rank, Veronese-type, and Sylvester-resultant invariants.