58 citations · 216 across the 28 of their papers we have counts for
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math.PR2022★ 1 cited
Hypercontractivity Meets Random Convex Hulls: Analysis of Randomized Multivariate Cubatures
Satoshi Hayakawa, Harald Oberhauser, Terry Lyons
Given a probability measure on a set and a vector-valued function , a common problem is to construct a discrete probability measure on such that…
cs.LG2022★ 4 cited
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen +2
Calculation of Bayesian posteriors and model evidences typically requires numerical integration. Bayesian quadrature (BQ), a surrogate-model-based approach to numerical integration…