AdaGrid: Adaptive Grid Search for Link Prediction Training Objective.
Tim PostuvanJiaxuan YouMohammadreza BanaeiRémi LebretJure LeskovecPublished in: CoRR (2022)
Keyphrases
- link prediction
- grid search
- social networks
- social network analysis
- random walk
- supervised learning
- cross validation
- bipartite graph
- hyperparameters
- random forest
- complex networks
- network structure
- random search
- model selection
- training set
- parameter optimization
- generalization ability
- parameter values
- support vector machine
- closed form
- bayesian inference
- collaborative filtering
- gaussian process
- meta learning
- data sets
- support vector
- bilevel programming
- support vector regression
- search space