100 citations · 204 across the 32 of their papers we have counts for
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math.OC2022★ 1 cited
Extrinsic Bayesian Optimizations on Manifolds
Yihao Fang, Mu Niu, Pokman Cheung +1
We propose an extrinsic Bayesian optimization (eBO) framework for general optimization problems on manifolds. Bayesian optimization algorithms build a surrogate of the objective fu…
stat.ME2022★ 3 cited
Bayesian community detection for networks with covariates
Luyi Shen, Arash Amini, Nathaniel Josephs +1
The increasing prevalence of network data in a vast variety of fields and the need to extract useful information out of them have spurred fast developments in related models and al…