Chow-Liu++: Optimal Prediction-Centric Learning of Tree Ising Models.
Enric Boix-AdseràGuy BreslerFrederic KoehlerPublished in: FOCS (2021)
Keyphrases
- prediction model
- learning algorithm
- learning models
- online learning
- learning process
- prior knowledge
- active learning
- reinforcement learning
- statistical models
- learning tasks
- learning problems
- support vector
- accurate models
- supervised learning
- worst case
- prediction accuracy
- machine learning
- learned models
- hidden variables
- models built
- random fields
- model selection
- dynamic programming
- feature selection