126 citations · 289 across the 6 of their papers we have counts for
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eess.SY2021
LinEasyBO: Scalable Bayesian Optimization Approach for Analog Circuit Synthesis via One-Dimensional Subspaces
Shuhan Zhang, Fan Yang, Changhao Yan +2
A large body of literature has proved that the Bayesian optimization framework is especially efficient and effective in analog circuit synthesis. However, most of the previous rese…
cs.LG2021★ 126 cited
An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble
Shuhan Zhang, Fan Yang, Changhao Yan +2
Bayesian optimization is a promising methodology for analog circuit synthesis. However, the sequential nature of the Bayesian optimization framework significantly limits its abilit…
eess.SY2021★ 41 cited
An Efficient Asynchronous Batch Bayesian Optimization Approach for Analog Circuit Synthesis
Shuhan Zhang, Fan Yang, Dian Zhou +1
In this paper, we propose EasyBO, an Efficient ASYnchronous Batch Bayesian Optimization approach for analog circuit synthesis. In this proposed approach, instead of waiting for the…