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ENTITY Subgradient Tamed Unadjusted Langevin Algorithm

Subgradient Tamed Unadjusted Langevin Algorithm

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  1. RESEARCH · CL_187163 ·

    New SG-TULA algorithm offers improved sampling for complex AI models

    Researchers have developed the Subgradient Tamed Unadjusted Langevin Algorithm (SG-TULA), a novel method for sampling from complex distributions that are non-smooth, non-convex, and have superlinear gradient growth. Thi…