Loss Functions in Link Prediction Based on Graph Neural Networks.
Vivek SoodSangeeta RaniTanvi RustagiGarima GhakkarMitanshi RastogiPublished in: IC3I (2023)
Keyphrases
- loss function
- link prediction
- random walk
- bipartite graph
- neural network
- graph mining
- link formation
- social network analysis
- social networks
- pairwise
- graph kernels
- complex networks
- loss minimization
- support vector
- risk minimization
- graph theory
- learning to rank
- multi relational
- network structure
- reproducing kernel hilbert space
- community detection
- missing links
- supervised learning
- collaborative filtering
- markov chain
- information extraction
- support vector machine
- bregman divergences
- clustering coefficient