224 citations · 3.2k across the 170 of their papers we have counts for
Showing 2015 · stat.MLShow all
2 papers · 2 filters
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…
stat.ML2015★ 1 cited
Fast Sampling for Bayesian Max-Margin Models
Wenbo Hu, Jun Zhu, Bo Zhang
Bayesian max-margin models have shown superiority in various practical applications, such as text categorization, collaborative prediction, social network link prediction and crowd…