PROTES: Probabilistic Optimization with Tensor Sampling.
Anastasia BatshevaAndrei ChertkovGleb V. RyzhakovIvan V. OseledetsPublished in: CoRR (2023)
Keyphrases
- probabilistic model
- generative model
- optimization algorithm
- optimization process
- high order
- bayesian networks
- higher order
- optimization method
- uncertain data
- neural network
- data sets
- dimensionality reduction
- optimization methods
- optimization model
- constrained optimization
- random sampling
- global optimization
- monte carlo
- sample size
- high dimensional