A Robust Batch Bayesian Optimization for Analog Circuit Synthesis via Local Penalization.
Jiangli HuangFan YangChanghao YanDian ZhouXuan ZengPublished in: ASP-DAC (2021)
Keyphrases
- efficient optimization
- maximum likelihood
- optimization problems
- optimization algorithm
- global optimization
- optimization methods
- monte carlo sampling
- signal processing
- data driven
- gaussian processes
- circuit design
- penalty function
- analog vlsi
- learning algorithm
- digital circuits
- robust optimization
- robust estimation
- parameter tuning
- markov random field
- bayesian networks
- decision trees