Effects of Model Misspecification on Bayesian Bandits Case Studies in UX Optimization.
Mack SweeneyMatthew van AdelsbergKathryn B. LaskeyCarlotta DomeniconiPublished in: ICDM (2020)
Keyphrases
- case study
- lessons learned
- optimization problems
- global optimization
- efficient optimization
- open source
- optimization algorithm
- real world
- bayesian networks
- data driven
- optimization model
- constrained optimization
- posterior distribution
- monte carlo sampling
- literature review
- bayesian learning
- bayesian analysis
- posterior probability
- user experience
- model selection
- particle swarm optimization
- software development
- multi objective
- decision trees
- machine learning