Eunho Yang
Ph.D. Alumni
Homepage:
http://www.cs.utexas.edu/~eunho/
Publications
Conditional Random Fields via Univariate Exponential Families 2013
Eunho Yang, Pradeep Ravikumar, Genevera Allen and Zhandong Liu, In Advances in Neural Information Processing Systems (NIPS) 2013.
Dirty Statistical Models 2013
Eunho Yang and Pradeep Ravikumar, Advances in Neural Information Processing Systems (NIPS) (2013).
On Poisson Graphical Models 2013
Eunho Yang, Pradeep Ravikumar, Genevera Allen and Zhandong Liu, In Advances in Neural Information Processing Systems (NIPS) 2013.
On Robust Estimation of High Dimensional Generalized Linear Models 2013
Eunho Yang, Ambuj Tewari and Pradeep Ravikumar, In International Joint Conference on Artificial Intelligence (IJCAI) 2013.
Graphical Models via Generalized Linear Models 2012
Eunho Yang, Pradeep Ravikumar, Genevera Allen, and Zhandong Liu, NIPS (2012).
Perturbation based Large Margin Approach for Ranking 2012
Eunho Yang, Ambuj Tewari and Pradeep Ravikumar, In International Conference on Artificial Intelligence and Statistics (AISTATS) 2012.
On NDCG Consistency of Listwise Ranking Methods 2011
Pradeep Ravikumar, Ambuj Tewari and Eunho Yang, International Conference on AI and Statistics (AISTATS) (2011).
On the Use of Variational Inference for Learning Discrete Graphical Models 2011
Eunho Yang and Pradeep Ravikumar, In International Conference on Machine learning (ICML) 2011.
Labs
Formerly affiliated with Statistical Learning