A Learning Error Analysis for Structured Prediction with Approximate Inference.
Yuanbin WuMan LanShiliang SunQi ZhangXuanjing HuangPublished in: NIPS (2017)
Keyphrases
- structured prediction
- approximate inference
- error analysis
- exact inference
- graphical models
- maximum margin
- latent variables
- conditional random fields
- efficient learning
- markov networks
- message passing
- gaussian process
- belief propagation
- probabilistic inference
- learning algorithm
- bayesian networks
- segmentation method
- parameter estimation
- co occurrence
- computer vision