Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport.
Matthias BitzerMona MeisterChristoph ZimmerPublished in: CoRR (2022)
Keyphrases
- optimal kernel
- joint optimization
- search algorithm
- exhaustive search
- search space
- kernel machines
- optimal selection
- global search
- optimal design
- global optimization
- search efficiency
- dynamic programming
- constrained optimization
- solution space
- bayesian networks
- bayesian inference
- information seeking
- kernel learning
- kernel function
- optimization problems
- optimal solution
- finding optimal
- approximately optimal
- kernel methods
- combinatorial optimization
- heuristic search
- maximum likelihood
- semi supervised
- probabilistic model
- objective function