23 citations · 35 across the 3 of their papers we have counts for
3 papers
cs.IR2014★ 23 cited
Peacock: Learning Long-Tail Topic Features for Industrial Applications
Yi Wang, Xuemin Zhao, Zhenlong Sun +7
Latent Dirichlet allocation (LDA) is a popular topic modeling technique in academia but less so in industry, especially in large-scale applications involving search engine and onli…
cs.LG2013★ 5 cited
Towards Big Topic Modeling
Jian-Feng Yan, Jia Zeng, Zhi-Qiang Liu +1
To solve the big topic modeling problem, we need to reduce both time and space complexities of batch latent Dirichlet allocation (LDA) algorithms. Although parallel LDA algorithms…
cs.LG2012★ 7 cited
Communication-Efficient Parallel Belief Propagation for Latent Dirichlet Allocation
Jian-feng Yan, Zhi-Qiang Liu, Yang Gao +1
This paper presents a novel communication-efficient parallel belief propagation (CE-PBP) algorithm for training latent Dirichlet allocation (LDA). Based on the synchronous belief p…