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Kinetic Interacting Particle Langevin Monte Carlo

Oliva, Paul Felix Valsecchi et al.
arXiv (OAI Expanded) · Papers
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computationmachine-learning
This paper introduces and analyses interacting underdamped Langevin algorithms, termed Kinetic Interacting Particle Langevin Monte Carlo (KIPLMC) methods, for statistical inference in latent variable models. We propose a diffusion process that evolves jointly in the space of parameters and latent va
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