PROTES: Probabilistic Optimization with Tensor Sampling.
Anastasia BatshevaAndrei ChertkovGleb V. RyzhakovIvan V. OseledetsPublished in: NeurIPS (2023)
Keyphrases
- global optimization
- monte carlo
- neural network
- optimization problems
- adaptive sampling
- sampling methods
- constrained optimization
- optimization process
- random sampling
- probabilistic model
- sample size
- generative model
- high order
- data driven
- higher order
- support vector
- optimization model
- optimization algorithm
- optimization method
- bayesian networks
- sampling strategy
- tensor factorization
- genetic algorithm