Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels.
Tamim El AhmadLuc Brogat-MottePierre LaforgueFlorence d'Alché-BucPublished in: CoRR (2023)
Keyphrases
- structured prediction
- efficient learning
- structured output
- maximum margin
- conditional random fields
- markov networks
- max margin learning
- convex optimization
- max margin
- latent variables
- multi task
- inductive inference
- approximate inference
- machine learning
- learning problems
- kernel methods
- information extraction
- knowledge representation
- active learning