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All publications by Eunho Yang
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Closed-form Estimators for High-dimensional Generalized Linear Models
Eunho Yang, Aurelie C. Lozano and Pradeep K. Ravikumar
Advances in Neural Information Processing Systems 28, 2015


Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso
Eunho Yang and Aurelie C. Lozano
Advances in Neural Information Processing Systems 28, 2015


Elementary Estimators for Sparse Covariance Matrices and other Structured Moments
Eunho Yang, Aurelie Lozano and Pradeep Ravikumar
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Elementary Estimators for High-Dimensional Linear Regression
Eunho Yang, Aurelie Lozano and Pradeep Ravikumar
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Elementary Estimators for Graphical Models
Eunho Yang, Aurelie C. Lozano and Pradeep K. Ravikumar
Advances in Neural Information Processing Systems 27, 2014


Conditional Random Fields via Univariate Exponential Families
Eunho Yang, Pradeep Ravikumar, Genevera I. Allen and Zhandong Liu
Advances in Neural Information Processing Systems 26, 2013


On Poisson Graphical Models
Eunho Yang, Pradeep Ravikumar, Genevera I. Allen and Zhandong Liu
Advances in Neural Information Processing Systems 26, 2013


Dirty Statistical Models
Eunho Yang and Pradeep Ravikumar
Advances in Neural Information Processing Systems 26, 2013


Graphical Models via Generalized Linear Models
Eunho Yang, Genevera Allen, Zhandong Liu and Pradeep K. Ravikumar
Advances in Neural Information Processing Systems 25, 2012


Perturbation based Large Margin Approach for Ranking
Eunho Yang, Ambuj Tewari and Pradeep D. Ravikumar
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


On the Use of Variational Inference for Learning Discrete Graphical Model
Eunho Yang and Pradeep K. Ravikumar
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


On NDCG Consistency of Listwise Ranking Methods
Pradeep D. Ravikumar, Ambuj Tewari and Eunho Yang
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011