Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime.
Naoki NishikawaTaiji SuzukiAtsushi NitandaDenny WuPublished in: NeurIPS (2022)
Keyphrases
- global optimization
- dimensional data
- neural network
- deterministic annealing
- multi dimensional
- high dimensional
- high dimensional data
- particle swarm optimization
- data points
- markov random field
- data sets
- pso algorithm
- global solution
- closed form
- r tree
- constrained global optimization
- bayesian inference
- em algorithm
- similarity search
- higher order
- image completion
- database systems