Graph-less Neural Networks: Teaching Old MLPs New Tricks Via Distillation.
Shichang ZhangYozen LiuYizhou SunNeil ShahPublished in: ICLR (2022)
Keyphrases
- neural network
- multilayer perceptron
- multi layer perceptron
- pattern recognition
- artificial neural networks
- random walk
- directed graph
- higher education
- hidden neurons
- graph structure
- graph theory
- bipartite graph
- graph matching
- structured data
- back propagation
- hidden layer
- online learning
- activation function
- graph representation
- neural network model
- cooperative learning
- high school
- university level
- spanning tree
- e learning
- fuzzy logic
- web based learning
- graph theoretic
- learning process
- educational technology
- weighted graph
- learning analytics
- feed forward
- distance learning
- fault diagnosis
- graph model
- learning objects
- graph partitioning
- neural nets
- recurrent neural networks
- learning systems
- radial basis function
- connected components