Fairness constraints can help exact inference in structured prediction.
Kevin BelloJean HonorioPublished in: CoRR (2020)
Keyphrases
- structured prediction
- exact inference
- approximate inference
- conditional random fields
- latent variables
- maximum margin
- graphical models
- bayesian networks
- belief networks
- markov networks
- efficient learning
- machine learning
- hyperplane
- probabilistic inference
- probabilistic model
- prior knowledge
- training set
- learning algorithm