Effect of Laplacian Smoothing Stochastic Gradient Descent with Angular Margin Softmax Loss on Face Recognition.
Mansoor IqbalMuhammad Awais RehmanNaveed IqbalZaheer IqbalPublished in: INTAP (2019)
Keyphrases
- stochastic gradient descent
- face recognition
- matrix factorization
- least squares
- loss function
- step size
- face images
- support vector
- principal component analysis
- random forests
- weight vector
- online algorithms
- support vector machine
- sparse representation
- regularization parameter
- computer vision
- feature extraction
- multiple kernel learning
- training set
- objective function