PFNs Are Flexible Models for Real-World Bayesian Optimization.
Samuel MüllerMatthias FeurerNoah HollmannFrank HutterPublished in: CoRR (2023)
Keyphrases
- real world
- data sets
- computational models
- neural network
- experimental data
- decision trees
- probabilistic model
- response surface
- real time
- complex systems
- data driven
- bayesian networks
- information systems
- hidden markov models
- search algorithm
- optimization problems
- lightweight
- synthetic data
- case study
- bayesian framework
- genetic algorithm
- bayesian inference
- gaussian processes
- bayesian methods
- bayesian models
- bayesian approaches
- information retrieval