Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering.
Thorir Mar IngolfssonMark VeroXiaying WangLorenzo LambertiLuca BeniniMatteo SpallanzaniPublished in: CoRR (2022)
Keyphrases
- graph clustering
- neural architecture
- multi layer perceptron
- search space
- network analysis
- feed forward
- neural network
- clustering method
- bipartite graph
- basis functions
- training examples
- multilayer perceptron
- artificial neural networks
- training set
- community detection
- training phase
- supervised learning
- clustering algorithm
- neural network model
- activation function
- biological networks
- weighted graph
- small number
- support vector machine
- state space
- genetic algorithm