Leveraging Nested MLMC for Sequential Neural Posterior Estimation with Intractable Likelihoods

Xiliang Yang, Yifei Xiong, Zhijian He

There is a growing interest in studying sequential neural posterior estimation (SNPE) techniques due to their advantages for simulation-based models with intractable likelihoods. T…