Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks

Sergey Pankratov, Dan Alistarh


Anthology ID:
2026.eacl-long.301
Volume:
Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
Month:
March
Year:
2026
Address:
Rabat, Morocco
Editors:
Vera Demberg, Kentaro Inui, Lluís Marquez
Venue:
EACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
6404–6418
Language:
URL:
https://preview.aclanthology.org/ingest-eacl/2026.eacl-long.301/
DOI:
Bibkey:
Cite (ACL):
Sergey Pankratov and Dan Alistarh. 2026. Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks. In Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), pages 6404–6418, Rabat, Morocco. Association for Computational Linguistics.
Cite (Informal):
Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks (Pankratov & Alistarh, EACL 2026)
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PDF:
https://preview.aclanthology.org/ingest-eacl/2026.eacl-long.301.pdf