Bayesian models for Large-scale Hierarchical Classification

By Siddharth Gopal, Yiming Yang, Bing Bai, Alexandru Niculescu-Mizil. 2012

50 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Siddharth Gopal
2. Bhavana Dalvi
3. Yiming Yang
4. Charu C. Aggarwal
5. B. Liu
6. Evgeniy Gabrilovich
7. Franca Debole
8. Qiang Yang

Citations in the corpus

• Recursive regularization for large-scale classification with hierarchical and graphical dependencies (2013, methodology): “Notice that this model is simpler than the fully Bayesian models in [27] and [16] where the dependencies are modeled in richer forms, controlling both the means and covariances in Gaussain models.”
• Constrained Semi-supervised Learning in the Presence of Unanticipated Classes (2016, background): “There has been a lot of research done in the area of supervised hierarchical classification [21, 55, 142].”