64 citations · 65 across the 2 of their papers we have counts for
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stat.ME2017★ 1 cited
Resampling Strategy in Sequential Monte Carlo for Constrained Sampling Problems
Chencheng Cai, Rong Chen, Ming Lin
Sequential Monte Carlo (SMC) methods are a class of Monte Carlo methods that are used to obtain random samples of a high dimensional random variable in a sequential fashion. Many p…
stat.ME2013★ 64 cited
Lookahead Strategies for Sequential Monte Carlo
Ming Lin, Rong Chen, Jun S. Liu
Based on the principles of importance sampling and resampling, sequential Monte Carlo (SMC) encompasses a large set of powerful techniques dealing with complex stochastic dynamic s…