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#machine learning Preprint Sep 2026

Watermarkable Multi-Draft Speculative Sampling via Poisson Processes

This work develops a novel multi-draft speculative sampling algorithm based on Poisson processes that maintains both watermark strength and sampling efficiency, and is the first multi-draft, drafter-invariant speculative sampling scheme that maintains both watermark strength and sampling efficiency.

Yan-Xiao Liu, Si-Cheng Wan, Zhan Gao et al. · 1 citation

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