Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization.
Syrine BelakariaAryan DeshwalNitthilan Kannappan JayakodiJanardhan Rao DoppaPublished in: AAAI (2020)
Keyphrases
- multi objective
- optimization algorithm
- search algorithm
- search space
- multiple objectives
- main contribution
- statistical inference
- search strategy
- efficient optimization
- probabilistic model
- evolutionary algorithm
- model selection
- search methods
- multi objective optimization
- decision theory
- search efficiency
- trade off
- multiobjective optimization
- conflicting objectives
- bayesian networks