Sketch In, Sketch Out: Accelerating both Learning and Inference for Structured Prediction with Kernels.
Tamim El AhmadLuc Brogat-MottePierre LaforgueFlorence d'Alché-BucPublished in: AISTATS (2024)
Keyphrases
- structured prediction
- maximum margin
- structured output
- conditional random fields
- efficient learning
- latent variables
- max margin learning
- max margin
- markov networks
- learning algorithm
- support vector
- convex optimization
- approximate inference
- supervised learning
- inductive inference
- machine learning
- belief networks
- prior knowledge
- structured prediction problems