Certified Sparse Attention via Perturbed Retrieval

arXiv:2610.24991 · cs.LG, cs.CL · Submitted 2026-10-18 · Read on arXiv

cs.LG, cs.CL

Submitted: 2026-10-18

Updated: 2026-10-18

Comments: 58 pages (10 pages main text, 48 pages appendix), 10 figures, 35 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Sparse Attention — 1× in this paper · explained in 5 episodes

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