A PAC-Bayesian Perspective on Structured Prediction with Implicit Loss Embeddings.
Théophile CantelobreBenjamin GuedjMaría Pérez-OrtizJohn Shawe-TaylorPublished in: CoRR (2020)
Keyphrases
- structured prediction
- pac bayesian
- maximum margin
- conditional random fields
- latent variables
- efficient learning
- markov networks
- approximate inference
- convex optimization
- worst case
- maximum likelihood
- learning algorithm
- special case
- feature selection
- higher order
- dimensionality reduction
- low dimensional
- generative model
- belief networks
- pairwise