ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables.
Mingzhang YinYuguang YueMingyuan ZhouPublished in: ICML (2019)
Keyphrases
- back propagation
- categorical variables
- neural network
- artificial neural networks
- feed forward
- real valued
- training algorithm
- bp algorithm
- least squares
- bayesian classifier
- maximum likelihood
- learning algorithm
- neural nets
- data samples
- multilayer perceptron
- graph cuts
- backpropagation neural networks
- fuzzy logic
- feedforward neural networks
- bayesian classifiers
- backpropagation neural network
- genetic algorithm
- maximum a posteriori
- training data
- machine learning
- bayesian network structures
- particle swarm optimization
- active learning