290 citations · 889 across the 57 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.DC2016★ 3 cited
SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs
Kaiwei Li, Jianfei Chen, Wenguang Chen +1
Latent Dirichlet Allocation (LDA) is a popular tool for analyzing discrete count data such as text and images. Applications require LDA to handle both large datasets and a large nu…
stat.ML2016★ 7 cited
Scaling up Dynamic Topic Models
Arnab Bhadury, Jianfei Chen, Jun Zhu +1
Dynamic topic models (DTMs) are very effective in discovering topics and capturing their evolution trends in time series data. To do posterior inference of DTMs, existing methods a…
cs.LG2016★ 10 cited
Streaming Gibbs Sampling for LDA Model
Yang Gao, Jianfei Chen, Jun Zhu
Streaming variational Bayes (SVB) is successful in learning LDA models in an online manner. However previous attempts toward developing online Monte-Carlo methods for LDA have litt…