Collaborative Bayesian Optimization with Fair Regret.
Rachael Hwee Ling SimYehong ZhangBryan Kian Hsiang LowPatrick JailletPublished in: ICML (2021)
Keyphrases
- optimization problems
- optimization algorithm
- optimization process
- efficient optimization
- constrained optimization
- bayesian inference
- optimization method
- bayesian networks
- maximum likelihood
- worst case
- lower bound
- data driven
- online learning
- particle swarm optimization
- support vector machine
- loss function
- knowledge sharing
- probabilistic model
- evolutionary algorithm
- cooperative
- gaussian processes
- neural network
- weighted majority