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stat.CO 1

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2025 1

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JaxSGMC: Modular stochastic gradient MCMC in JAX

stat.CO · 2025-05-16 · conditional · novelty 4.0

JaxSGMC provides modular, jit-compilable stochastic gradient MCMC samplers for JAX, including pSGLD, SGHMC, replica exchange, AMAGOLD, and SGGMC.

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  • JaxSGMC: Modular stochastic gradient MCMC in JAX stat.CO · 2025-05-16 · conditional · none · ref 3

    JaxSGMC provides modular, jit-compilable stochastic gradient MCMC samplers for JAX, including pSGLD, SGHMC, replica exchange, AMAGOLD, and SGGMC.