109 citations · 165 across the 10 of their papers we have counts for
Showing stat.COShow all
2 papers · 1 filter
stat.CO2021
Inverse Gaussian Process regression for likelihood-free inference
Hongqiao Wang, Ziqiao Ao, Tengchao Yu +1
In this work we consider Bayesian inference problems with intractable likelihood functions. We present a method to compute an approximate of the posterior with a limited number of…
stat.CO2020★ 6 cited
An approximate KLD based experimental design for models with intractable likelihoods
Ziqiao Ao, Jinglai Li
Data collection is a critical step in statistical inference and data science, and the goal of statistical experimental design (ED) is to find the data collection setup that can pro…