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Home/Authors/Anna Kuzina

Anna Kuzina

1 indexed paper

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Publications per year

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26

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ML×1

Frequent co-authors

Paul N. Whatmough1×
Babak Ehteshami Bejnordi1×

Research Timeline

2026
The Key to Going Linear: Analysis-Driven Transformer Linearization

This paper isolates the effect of state update design in causal self-attention and introduces structural interventions to reduce approximation errors, outperforming prior post hoc baselines on long-context transformers.

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Papers

cs.LGEmpiricalRecentJul 8, 2026

The Key to Going Linear: Analysis-Driven Transformer Linearization

Anna Kuzina, Paul N. Whatmough, Babak Ehteshami Bejnordi

This paper isolates the effect of state update design in causal self-attention and introduces structural interventions to reduce approximation errors, outperforming prior post hoc baselines on long-co…

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