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cs.LG 1

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2026 1

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Sparse Attention as Compact Kernel Regression

cs.LG · 2026-01-30 · unverdicted · novelty 8.0

Sparse attention arises from compact kernel regression, with Epanechnikov and similar kernels mapping to normalized ReLU, sparsemax, and alpha-entmax attention.

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  • Sparse Attention as Compact Kernel Regression cs.LG · 2026-01-30 · unverdicted · none · ref 14

    Sparse attention arises from compact kernel regression, with Epanechnikov and similar kernels mapping to normalized ReLU, sparsemax, and alpha-entmax attention.