Convergence of Bayesian Bilevel Optimization.
Shi FuFengxiang HeXinmei TianDacheng TaoPublished in: ICLR (2024)
Keyphrases
- global convergence
- evolutionary multiobjective
- optimization algorithm
- optimization problems
- constrained optimization
- optimization process
- optimization methods
- data sets
- efficient optimization
- faster convergence
- optimization method
- global optimization
- data driven
- bayesian inference
- posterior distribution
- monte carlo sampling
- bayesian learning
- bayesian estimation
- high level
- higher level
- bilevel programming
- discrete optimization
- nonlinear programming
- dynamic programming
- multi objective evolutionary algorithms
- gaussian processes
- lower level
- linear programming
- maximum likelihood