On safe sequential optimization using posterior sampling.
Pratik KarVineeth Bala SukumaranS. SumitraPublished in: SPCOM (2022)
Keyphrases
- global optimization
- markov chain monte carlo
- random sampling
- data sets
- probabilistic model
- optimization process
- optimization strategies
- real time
- evolution strategy
- optimization algorithm
- optimization problems
- combinatorial optimization
- bayesian framework
- markov chain
- bayesian networks
- training data
- sequential data
- machine learning