Optimization of Graph Neural Networks with Natural Gradient Descent.
Mohammad Rasool IzadiYihao FangRobert StevensonLizhen LinPublished in: IEEE BigData (2020)
Keyphrases
- neural network
- global optimization
- pattern recognition
- cost function
- real world
- highly non linear
- graph representation
- learning rules
- graph structure
- artificial neural networks
- random walk
- optimization algorithm
- structured data
- optimization process
- graph theory
- back propagation
- neural network model
- optimization method
- graph model
- neural nets
- connected components
- optimization problems
- fuzzy logic
- graph theoretic
- feed forward
- recurrent neural networks
- multi layer
- graph databases
- spanning tree
- stochastic gradient
- graph based algorithm