Yanming Lai

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Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)

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Feb 24, 2026

Yanming Lai2w ago

Standard Transformers Achieve the Minimax Rate in Nonparametric Regression with $C^{s,λ}$ Targets

Transformers are provably minimax optimal for nonparametric regression with Hölder target functions, offering a theoretical underpinning for their empirical success.

Yanming Lai

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing

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Yanming Lai

Publication activitypapers/week, last 8 weeks

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Papers (1)