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A New Unbiased and Efficient Class of LSH-Based Samplers and Estimators for Partition Function Computation in Log-Linear Models.
Ryan Spring
Anshumali Shrivastava
Published in:
CoRR (2017)
Keyphrases
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log linear models
partition function
efficient learning
upper bound
structured prediction
training data
markov random field
support vector
pairwise
probabilistic model
higher order
random sampling