105 citations · 108 across the 4 of their papers we have counts for
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stat.ML2011★ 105 cited
Hashing Algorithms for Large-Scale Learning
Ping Li, Anshumali Shrivastava, Joshua Moore +1
In this paper, we first demonstrate that b-bit minwise hashing, whose estimators are positive definite kernels, can be naturally integrated with learning algorithms such as SVM and…
cs.LG2011★ 3 cited
b-Bit Minwise Hashing for Large-Scale Linear SVM
Ping Li, Joshua Moore, Christian Konig
In this paper, we propose to (seamlessly) integrate b-bit minwise hashing with linear SVM to substantially improve the training (and testing) efficiency using much smaller memory,…