Decreasing the Computing Time of Bayesian Optimization Using Generalizable Memory Pruning.
Alexander E. SiemennTonio BuonassisiPublished in: HPEC (2023)
Keyphrases
- optimization algorithm
- memory usage
- search space
- data driven
- bayesian inference
- bayesian networks
- optimization method
- global optimization
- efficient computation
- optimization process
- low memory
- neural network
- pruning methods
- efficient optimization
- constrained optimization
- associative memory
- posterior probability
- maximum likelihood
- linear programming
- optimization problems