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09/01/2021
LinEasyBO: Scalable Bayesian Optimization Approach for Analog Circuit Synthesis via One-Dimensional Subspaces
A large body of literature has proved that the Bayesian optimization fra...
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06/28/2021
An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble
Bayesian optimization is a promising methodology for analog circuit synt...
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05/08/2021
Deep learning of nanopore sensing signals using a bi-path network
Temporary changes in electrical resistance of a nanopore sensor caused b...
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01/20/2020
Projection based Active Gaussian Process Regression for Pareto Front Modeling
Pareto Front (PF) modeling is essential in decision making problems acro...
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12/01/2019