Local Convergence of Gradient Descent-Ascent for Training Generative Adversarial Networks.
Evan BeckerParthe PanditSundeep RanganAlyson K. FletcherPublished in: CoRR (2023)
Keyphrases
- training algorithm
- discriminative training
- training set
- update rule
- recurrent networks
- network analysis
- computer networks
- network design
- data driven
- cost function
- social networks
- data sets
- neural network
- supervised learning
- unsupervised learning
- training examples
- training process
- convergence rate
- stochastic gradient descent
- discriminatively trained
- complex networks
- network structure
- test set
- training samples
- text classification
- probabilistic model
- artificial neural networks
- genetic algorithm