SPP-RB replaces multinomial resampling of previous posterior samples with proposals drawn from a regularized Gaussian mixture, avoiding particle depletion in recursive Bayesian inference.
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A strategy to avoid particle depletion in recursive Bayesian inference
SPP-RB replaces multinomial resampling of previous posterior samples with proposals drawn from a regularized Gaussian mixture, avoiding particle depletion in recursive Bayesian inference.