Stabilised weighted data subsampling for accelerated Bayesian inference in models with recursive likelihoods

Matias Quiroz, Aishwarya Bhaskaran, Zixuan Wang +1

Bayesian inference for models with recursively defined likelihoods is computationally demanding, limiting scalability to large datasets. We propose a stabilised weighted subsamplin…