Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models.
Marc VuffraySidhant MisraAndrey Y. LokhovMichael ChertkovPublished in: NIPS (2016)
Keyphrases
- learning algorithm
- learning process
- prior knowledge
- learning models
- parameter estimation
- learned models
- structured prediction
- active learning
- hidden variables
- online learning
- learning rules
- learning problems
- statistical models
- unsupervised learning
- markov random field
- supervised learning
- probabilistic model
- pairwise
- optimal solution
- feature selection