5 citations · 23 across the 8 of their papers we have counts for
Showing 2011 · cs.LGShow all
2 papers · 2 filters
cs.LG2011★ 3 cited
Training Logistic Regression and SVM on 200GB Data Using b-Bit Minwise Hashing and Comparisons with Vowpal Wabbit (VW)
Ping Li, Anshumali Shrivastava, Christian Konig
We generated a dataset of 200 GB with 10^9 features, to test our recent b-bit minwise hashing algorithms for training very large-scale logistic regression and SVM. The results conf…
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,…