Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction.
Nicolas HubertPierre MonninArmelle BrunDavy MonticoloPublished in: ESWC (1) (2024)
Keyphrases
- loss function
- link prediction
- pairwise
- social networks
- social network analysis
- loss minimization
- random walk
- multi relational
- complex networks
- network structure
- learning to rank
- squared error
- pairwise constraints
- support vector
- missing links
- risk minimization
- boosting algorithms
- collaborative filtering
- data sets
- convex loss functions
- entity resolution
- reproducing kernel hilbert space
- supervised learning
- reinforcement learning
- data mining