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Multi-Instance Classification by Max-Margin Training of Cardinality-Based Markov Networks.
Hossein Hajimirsadeghi
Greg Mori
Published in:
IEEE Trans. Pattern Anal. Mach. Intell. (2017)
Keyphrases
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markov networks
max margin
structured prediction
document classification
maximum margin
graphical models
first order logic
maximum likelihood
multi label
multi label classification
training set
belief propagation
conditional random fields
bayesian networks
support vector
support vector machine
probabilistic model
supervised learning
markov random field
image classification
training samples
bayesian inference
text classification
classification accuracy
feature vectors
decision trees
inductive logic programming
hidden variables
classification algorithm
multi class
posterior probability
text categorization
conditional probabilities
latent variables
class labels
machine learning
feature extraction
feature selection
hyperplane
training examples
model selection
feature space