No-Regret Algorithms for Time-Varying Bayesian Optimization.
Xingyu ZhouNess B. ShroffPublished in: CoRR (2021)
Keyphrases
- optimization problems
- efficient optimization
- theoretical analysis
- learning algorithm
- combinatorial optimization
- data structure
- computational cost
- worst case
- upper bound
- online learning
- bayesian networks
- optimization methods
- discrete optimization
- data mining
- regret minimization
- online convex optimization
- objective function
- optimization algorithm
- machine learning algorithms
- constrained optimization
- decision theory