Reward Augmented Maximum Likelihood for Neural Structured Prediction.
Mohammad NorouziSamy BengioZhifeng ChenNavdeep JaitlyMike SchusterYonghui WuDale SchuurmansPublished in: NIPS (2016)
Keyphrases
- structured prediction
- maximum likelihood
- markov networks
- maximum margin
- em algorithm
- parameter estimation
- neural network
- conditional random fields
- reinforcement learning
- latent variables
- efficient learning
- expectation maximization
- maximum a posteriori
- hyperparameters
- convex optimization
- approximate inference
- upper bound
- probability distribution