290 citations · 889 across the 57 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.ML2015★ 22 cited
WarpLDA: a Cache Efficient O(1) Algorithm for Latent Dirichlet Allocation
Jianfei Chen, Kaiwei Li, Jun Zhu +1
Developing efficient and scalable algorithms for Latent Dirichlet Allocation (LDA) is of wide interest for many applications. Previous work has developed an O(1) Metropolis-Hasting…
cs.LG2015
Dropout Training for SVMs with Data Augmentation
Ning Chen, Jun Zhu, Jianfei Chen +1
Dropout and other feature noising schemes have shown promising results in controlling over-fitting by artificially corrupting the training data. Though extensive theoretical and em…