Loss Functions of Generative Adversarial Networks (GANs): Opportunities and Challenges.
Zhaoqing PanWeijie YuBosi WangHaoran XieVictor S. ShengJianjun LeiSam KwongPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2020)
Keyphrases
- loss function
- loss minimization
- pairwise
- support vector
- logistic regression
- squared error
- learning to rank
- generative model
- risk minimization
- hinge loss
- reproducing kernel hilbert space
- empirical risk
- convex loss functions
- update rules
- training data
- machine learning
- boosting algorithms
- probabilistic model
- objective function