Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport.
Matthias BitzerMona MeisterChristoph ZimmerPublished in: NeurIPS (2022)
Keyphrases
- search algorithm
- optimal design
- exhaustive search
- global search
- bayesian networks
- approximately optimal
- search space
- joint optimization
- optimal selection
- kernel machines
- search efficiency
- gaussian processes
- bayesian decision
- optimal kernel
- kernel function
- optimization problems
- search methods
- structural information
- optimization method
- optimization algorithm
- finding optimal
- feature space
- decision variables
- machine learning
- objective function
- simultaneous optimization
- suboptimal solutions
- dynamic programming
- efficient optimization
- probability distribution
- maximum likelihood
- optimization process
- search strategies