399 citations · 441 across the 9 of their papers we have counts for
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stat.ME2021★ 4 cited
Approximate Bayesian Computation via Classification
Yuexi Wang, Tetsuya Kaji, Veronika Ročková
Approximate Bayesian Computation (ABC) enables statistical inference in simulator-based models whose likelihoods are difficult to calculate but easy to simulate from. ABC construct…
math.ST2021
Metropolis-Hastings via Classification
Tetsuya Kaji, Veronika Rockova
This paper develops a Bayesian computational platform at the interface between posterior sampling and optimization in models whose marginal likelihoods are difficult to evaluate. I…