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Wildcat: Near-linear attention in theory and practice

Tobias Schröder, Lester Mackey · 2026 · arXiv 2602.10056

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Nearly Optimal Attention Coresets

cs.DS · 2026-05-07 · unverdicted · novelty 8.0

ε-coresets for attention exist of size O(√d e^{ρ+o(ρ)}/ε) for unit-norm keys/values and queries of norm ≤ρ, nearly matching the Ω(√d e^ρ/ε) lower bound.

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  • Nearly Optimal Attention Coresets cs.DS · 2026-05-07 · unverdicted · none · ref 40 · internal anchor

    ε-coresets for attention exist of size O(√d e^{ρ+o(ρ)}/ε) for unit-norm keys/values and queries of norm ≤ρ, nearly matching the Ω(√d e^ρ/ε) lower bound.