Distributed Training of Structured SVM.

Ching-Pei Lee Kai-Wei Chang Shyam Upadhyay Dan Roth

Published in: CoRR (2015)

Keyphrases

training algorithm
training process
training set
distributed systems
support vector machine
support vector machine svm
support vector
training speed
multi class
svm training
training examples
multi layer perceptron

structured output
classification algorithm
kernel function
training samples
support vectors
cooperative
training data
neural network
linear svm
reduced set
data sets
radial basis function

distributed environment
fully labeled
test set
real world
machine learning
feature selection
peer to peer
active learning
svm classifier
classification performances
generalization ability
multi agent

structured learning
discriminative classifiers
artificial neural networks
supervised learning
svm classification
structured prediction
feedforward neural networks
text classifiers
learning machines
data points
object detection