I am a 4th year Ph.D. student under the supervision of Prof. Pradeep Ravikumar.

Research

My research interests are in Machine Learning in general. Some current and past works are focusing on:

• Markov random fields
• Ranking and permutation
• High dimensional (and robust) learning

Education

The University of Texas at Austin, TX, USA
Ph.D. student, Computer Science, Aug. 2009 ~

Seoul National University, Seoul, Korea
M.S., Computer Science and Engineering, Feb. 2006 (Advisor: Prof. Chong-kwon Kim) B.S., Computer Science and Engineering, Feb. 2004

Publications

» On Robust Estimation of High Dimensional Generalized Linear Models.
Eunho Yang, Ambuj Tewari and Pradeep Ravikumar.
In International Joint Conference on Artificial Intelligence (IJCAI) 13, 2013 (to appear).

» Graphical Models via Generalized Linear Models.
Eunho Yang, Pradeep Ravikumar, Genevera Allen and Zhandong Liu.
In Advances in Neural Information Processing Systems (NIPS) 25, 2012 (Oral).

» Perturbation based Large Margin Approach for Ranking.
Eunho Yang, Ambuj Tewari and Pradeep Ravikumar.
In International Conference on Artificial Intelligence and Statistics (AISTATS) 15, 2012.

» On the Use of Variational Inference for Learning Discrete Graphical Models.
Eunho Yang and Pradeep Ravikumar.
In International Conference on Machine learning (ICML) 28, 2011.

» On the NDCG Consistency of Listwise Ranking Methods.
Pradeep Ravikumar*, Ambuj Tewari* and Eunho Yang*.
In International Conference on Artificial Intelligence and Statistics (AISTATS) 14, 2011.

» Before joining UT, I worked for Korea Telecom from 2006 to 2009. (My papers in Computer Networks)

(*Authors in alphabetical order with equal contribution.)

Etc.

Besides my advisor, I like to talk with my academic mentor(s); Prof. Ambuj Tewari