Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning.
Chao MaF. A. Rezaur Rahman ChowdhuryAryan DeshwalMd Rakibul IslamJanardhan Rao DoppaDan RothPublished in: IJCAI (2019)
Keyphrases
- structured prediction
- conditional random fields
- efficient learning
- maximum margin
- active learning
- markov networks
- approximate inference
- learning problems
- latent variables
- convex optimization
- greedy search
- reinforcement learning
- learning algorithm
- message passing
- multi task
- learning tasks
- particle swarm optimization
- supervised learning
- information retrieval