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Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Loss.
Stephen Mussmann
Percy Liang
Published in:
CoRR (2018)
Keyphrases
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stochastic gradient descent
loss function
least squares
matrix factorization
step size
active learning
random forests
cost sensitive
support vector machine
random sampling
weight vector
ensemble methods
multiple kernel learning
pairwise
convergence rate
learning algorithm