115 citations · 136 across the 7 of their papers we have counts for
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math.OC2022★ 1 cited
A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions
Yongsheng Mei, Tian Lan, Mahdi Imani +1
Bayesian optimization (BO) is a popular global optimization scheme for sample-efficient optimization in domains with expensive function evaluations. The existing BO techniques are…
q-bio.MN2022★ 19 cited
Inference of Regulatory Networks Through Temporally Sparse Data
Mohammad Alali, Mahdi Imani
A major goal in genomics is to properly capture the complex dynamical behaviors of gene regulatory networks (GRNs). This includes inferring the complex interactions between genes,…