A General Framework for Consistent Structured Prediction with Implicit Loss Embeddings.

Carlo Ciliberto Lorenzo Rosasco Alessandro Rudi

Published in: CoRR (2020)

Keyphrases

structured prediction
maximum margin
conditional random fields
latent variables
efficient learning
approximate inference
convex optimization
markov networks
dimensionality reduction
upper bound
low dimensional
learning algorithm
natural language
graphical models
random variables