Next Generation Loss Function for Image Classification.
Shakhnaz AkhmedovaNils KörberPublished in: CoRR (2024)
Keyphrases
- loss function
- image classification
- pairwise
- bag of words
- logistic regression
- support vector
- feature extraction
- learning to rank
- image features
- visual words
- image representation
- sparse representation
- multi label
- svm classifier
- reproducing kernel hilbert space
- empirical risk
- boosting framework
- regularization term
- solution path
- risk minimization
- hinge loss
- stochastic gradient descent
- information retrieval
- feature vectors
- square loss
- convex loss functions