98 citations · 216 across the 13 of their papers we have counts for
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stat.ML2014
POPE: Post Optimization Posterior Evaluation of Likelihood Free Models
Edward Meeds, Michael Chiang, Mary Lee +3
In many domains, scientists build complex simulators of natural phenomena that encode their hypotheses about the underlying processes. These simulators can be deterministic or stoc…
cs.LG2014★ 98 cited
GPS-ABC: Gaussian Process Surrogate Approximate Bayesian Computation
Edward Meeds, Max Welling
Scientists often express their understanding of the world through a computationally demanding simulation program. Analyzing the posterior distribution of the parameters given obser…