Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization.
Daniel BeckAdrià de GispertGonzalo IglesiasAurelien WaiteBill ByrnePublished in: HLT-NAACL (2016)
Keyphrases
- concave convex procedure
- optimization algorithm
- fine tuning
- optimization problems
- bayesian networks
- high speed
- global optimization
- data sets
- efficient optimization
- discrete optimization
- real time
- maximum likelihood
- optimization method
- data driven
- optimization process
- bayesian estimation
- parameter tuning
- optimization model
- linear programming
- parameter optimization
- lagrange multipliers
- artificial intelligence
- optimization strategies
- databases
- monte carlo sampling
- bayesian decision