Open access
Aug 2026
Adaptive Momentum Langevin Dynamics for Efficient Posterior Sampling
Adaptive Momentum Langevin Dynamics (AMLD), a practical stochastic correction kernel that introduces a momentum variable into the annealed posterior sampling framework and equips it with an annealing-aware momentum retention schedule, is proposed.
Zhengbo Li, Jian Xu, Ding-Tao Peng et al.
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