224 citations · 3.2k across the 170 of their papers we have counts for
Showing 2013 · cs.LGShow all
3 papers · 2 filters
cs.LG2013★ 25 cited
Online Bayesian Passive-Aggressive Learning
Tianlin Shi, Jun Zhu
Online Passive-Aggressive (PA) learning is an effective framework for performing max-margin online learning. But the deterministic formulation and estimated single large-margin mod…
cs.LG2013★ 1 cited
Discriminative Relational Topic Models
Ning Chen, Jun Zhu, Fei Xia +1
Many scientific and engineering fields involve analyzing network data. For document networks, relational topic models (RTMs) provide a probabilistic generative process to describe…
cs.LG2013★ 9 cited
Improved Bayesian Logistic Supervised Topic Models with Data Augmentation
Jun Zhu, Xun Zheng, Bo Zhang
Supervised topic models with a logistic likelihood have two issues that potentially limit their practical use: 1) response variables are usually over-weighted by document word coun…