Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models.

Marc Vuffray Sidhant Misra Andrey Y. Lokhov Michael Chertkov

Published in: CoRR (2016)

Keyphrases

learning systems
learning process
learning models
learning algorithm
prior knowledge
dynamic programming
structured prediction
online learning
learning problems
markov random field
accurate models
learned models
active learning
reinforcement learning
closed form
state space
probabilistic model