Generalization Bounds for Neural Belief Propagation Decoders.

Sudarshan Adiga Xin Xiao Ravi Tandon Bane Vasic Tamal Bose

Published in: IEEE Trans. Inf. Theory (2024)

Keyphrases

belief propagation
generalization bounds
graphical models
learning theory
data dependent
generalization ability
model selection

markov random field
graph cuts
vc dimension
stereo matching
linear classifiers
ranking algorithm
statistical learning theory

learning problems
pairwise
neural network
energy minimization
energy function
upper bound
image segmentation

learning algorithm
image processing
higher order
image retrieval
hyperparameters
inductive inference