A Unified Approach to Learning Ising Models: Beyond Independence and Bounded Width.

Jason Gaitonde Elchanan Mossel

Published in: STOC (2024)

Keyphrases

learning systems
accurate models
learning algorithm
prior knowledge
knowledge acquisition
learning tasks
learning process
active learning
classification models
learning models
hidden variables
structured prediction
learned models
data sets
bayesian networks
probabilistic model
parameter estimation
learning scheme