Robust Bayesian Optimization with Student-t Likelihood.
Ruben Martinez-CantinMichael McCourtKevin TeePublished in: CoRR (2017)
Keyphrases
- maximum likelihood
- optimization algorithm
- posterior probability
- learning environment
- prior probabilities
- optimization problems
- robust optimization
- global optimization
- optimization method
- simultaneous optimization
- bayesian networks
- optimization process
- computationally efficient
- data driven
- multi objective
- combinatorial optimization
- intelligent tutoring systems
- learning styles
- constrained optimization
- simulated annealing
- efficient optimization