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Lsh-Sampling breaks the Computational chicken-and-egg Loop in adaptive stochastic Gradient estimation.
Beidi Chen
Yingchen Xu
Anshumali Shrivastava
Published in:
ICLR (Workshop) (2018)
Keyphrases
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gradient estimation
variance reduction
monte carlo
locality sensitive hashing
knn
nearest neighbor
random sampling
importance sampling