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Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent.
Benjamin Recht
Christopher Ré
Stephen J. Wright
Feng Niu
Published in:
NIPS (2011)
Keyphrases
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stochastic gradient descent
least squares
loss function
matrix factorization
step size
random forests
support vector machine
multiple kernel learning
regularization parameter
importance sampling
online algorithms
recommender systems
semi supervised
semi supervised learning
random forest