A Biased Graph Neural Network Sampler with Near-Optimal Regret.
Qingru ZhangDavid WipfQuan GanLe SongPublished in: NeurIPS (2021)
Keyphrases
- neural network
- back propagation
- online learning
- random walk
- pattern recognition
- lower bound
- fuzzy logic
- self organizing maps
- monte carlo
- artificial neural networks
- graph model
- markov chain
- structured data
- directed graph
- genetic algorithm
- sequential monte carlo
- graph theory
- connected components
- fault diagnosis
- recurrent neural networks
- bp neural network
- bipartite graph
- loss function
- weighted graph
- worst case
- graph representation
- gibbs sampler
- social networks
- neural network is trained