Stochastic Two Points Method for Deep Model Zeroth-order Optimization.
Yijiang PangJiayu ZhouPublished in: CoRR (2024)
Keyphrases
- mathematical model
- optimization model
- optimization process
- optimization method
- probabilistic model
- optimization procedure
- evaluation method
- statistical model
- optimization algorithm
- theoretical analysis
- linear model
- high order
- prior knowledge
- objective function
- test data
- modeling method
- optimization scheme
- desirability function
- pairwise
- cost function
- classification method
- bp neural network
- energy function
- sensitivity analysis
- linear regression
- prediction model
- similarity measure
- stochastic model
- reconstruction method
- dynamic programming
- input data
- parameter estimation
- genetic algorithm
- optimization problems
- markov chain
- em algorithm
- geometric information
- stochastic programming
- optimization criteria
- monte carlo