Bilinear-Convolutional Neural Network Using a Matrix Similarity-based Joint Loss Function for Skin Disease Classification.
Belal AhmadMohd UsamaTanvir AhmadAdnan SaeedShabnam KhatoonLong HuPublished in: CoRR (2024)
Keyphrases
- loss function
- convolutional neural network
- support vector
- hinge loss
- pairwise
- logistic regression
- classification accuracy
- learning to rank
- machine learning
- support vector machine svm
- feature set
- pattern classification
- feature vectors
- bayes rule
- face detection
- empirical risk
- decision trees
- solution path
- risk minimization
- singular value decomposition
- decision rules
- feature extraction
- support vector machine
- model selection
- text classification
- class labels
- stochastic gradient descent
- generalization ability
- convex optimization
- cross validation
- computer vision
- learning algorithm
- kernel function
- feature selection