Semi-supervised Penalized Output Kernel Regression for Link Prediction.
Céline BrouardFlorence d'Alché-BucMarie SzafranskiPublished in: ICML (2011)
Keyphrases
- link prediction
- kernel regression
- semi supervised
- supervised learning
- random walk
- social networks
- social network analysis
- regression model
- multi relational
- complex networks
- nadaraya watson
- linear regression
- semi supervised learning
- least squares
- network structure
- active learning
- pairwise
- unlabeled data
- labeled data
- loss function
- collaborative filtering
- regression methods
- model selection
- parameter optimization
- training data
- missing links
- link formation
- data sets
- neural network