Bayesian Algorithm Execution for Tuning Particle Accelerator Emittance with Partial Measurements.
Sara A. MiskovichWillie NeiswangerWilliam ColochoClaudio EmmaJacqueline GarrahanTimothy MaxwellChristopher MayesStefano ErmonAuralee EdelenDaniel RatnerPublished in: CoRR (2022)
Keyphrases
- k means
- learning algorithm
- computational complexity
- optimization algorithm
- theoretical analysis
- objective function
- parameter tuning
- parallel implementation
- np hard
- computational cost
- dynamic programming
- times faster
- detection algorithm
- convergence rate
- probabilistic model
- improved algorithm
- cost function
- significant improvement
- neural network
- posterior probability
- image processing algorithms
- matching algorithm
- ant colony optimization
- clustering method
- em algorithm
- maximum likelihood
- experimental evaluation
- search space
- preprocessing
- optimal solution