On the Information Theoretic Limits of Learning Ising Models.

Karthikeyan Shanmugam Rashish Tandon Alexandros G. Dimakis Pradeep Ravikumar

Published in: CoRR (2014)

Keyphrases

information theoretic
mutual information
information bottleneck
information theory
prior knowledge
theoretic framework
log likelihood
learning algorithm
structured prediction
model selection
learning problems
random fields
multi modality
information theoretic measures