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Afjal Chowdhury

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#machine learning Preprint Aug 2026

Using Composition Operators to Linearize LLM Semantic Transformations

The use of composition operators are introduced, which generalize the Koopman operator and can map between distinct spaces, motivating the perspective that LLM transformations are rectangular infinite-dimensional operators.

Afjal Chowdhury, James Chen, A. Edelman · 0 citations

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