A Performance Comparison of Loss Functions for Deep Face Recognition.
Yash SrivastavaVaishnav MuraliShiv Ram DubeyPublished in: CoRR (2019)
Keyphrases
- loss function
- face recognition
- pairwise
- squared error
- support vector
- learning to rank
- logistic regression
- loss minimization
- reproducing kernel hilbert space
- empirical risk
- face images
- boosting algorithms
- benchmark datasets
- convex loss functions
- dimensionality reduction
- nearest neighbor
- hinge loss
- update rules
- feature vectors