Author

A. Lancho

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#machine learning Preprint Oct 2026

Flow-based Spectral Kernel Learning for Nonstationary Attention

Flow-based spectral kernel attention (FSKA), a framework for learning expressive nonstationary attention kernels, is proposed and it is shown that expressive kernel learning enables a simplified attention design with removed query--key projections and fixed orthogonal value projections, resulting in a more parameter-ef...

Zi-Ye Yang, Ying Li, A. Lancho et al. · 0 citations