Browse "School of Computing(전산학부)" by Author 2059

Showing results 1 to 13 of 13

1
Conditional Random Fields via Univariate Exponential Families

Yang, Eunho; Ravikumar, Pradeep; Allen, Genevera; Liu, Zhandong, Advances in Neural Information Processing Systems (NIPS) 26, NIPS Foundation Inc., 2013-12-05

2
Dirty Statistical Models

Yang, Eunho; Ravikumar, Pradeep, Advances in Neural Information Processing Systems (NIPS) 26, NIPS Foundation Inc., 2013-12-05

3
Elementary Estimators for Graphical Models

Yang, Eunho; Lozano, Aurelie; Ravikumar, Pradeep, Advances in Neural Information Processing Systems (NIPS) 27, Neural Information Processing Systems Foundation, 2014-12-08

4
Elementary Estimators For High-dimensional Linear Regression

Yang, Eunho; Lozano, Aurelie; Ravikumar, Pradeep, International Conference on Machine learning (ICML) 31, International Machine Learning Society (IMLS), 2014-06-21

5
Elementary Estimators for Sparse Covariance Matrices and Other Structured Moments

Yang, Eunho; Lozano, Aurelie; Ravikumar, Pradeep, International Conference on Machine learning (ICML) 31, International Machine Learning Society (IMLS), 2014-06-21

6
Graphical Models via Generalized Linear Models

Yang, Eunho; Ravikumar, Pradeep; Allen, Genevera; Liu, Zhandong, Advances in Neural Information Processing Systems (NIPS) 25, NIPS Foundation Inc., 2012-12-07

7
Mixed Graphical Models via Exponential Families

Yang, Eunho; Baker, Yullia; Ravikumar, Pradeep; Allen, Genevera; Liu, Zhandong, International Conference on Artificial Intelligence and Statistics (AISTATS) 17, AISTATS Committee, 2014-04-22

8
On Poisson Graphical Models

Yang, Eunho; Allen, Genevera; Liu, Zhandong; Ravikumar, Pradeep, Advances in Neural Information Processing Systems (NIPS) 26, NIPS Foundation Inc., 2013-12-05

9
On Robust Estimation of High-dimensional Generalized Linear Models

Yang, Eunho; Tewari, Ambuj; Ravikumar, Pradeep, International Joint Conference on Artificial Intelligence (IJCAI) 13, IJCAI, 2013-08-03

10
On the NDCG Consistency of Listwise Ranking Methods

Ravikumar, Pradeep; Tewari, Ambuj; Yang, Eunho, International Conference on Artificial Intelligence and Statistics, AISTATS, 2011-04-11

11
On the Use of Variational Inference for Learning Discrete Graphical Models

Yang, Eunho; Ravikumar, Pradeep, International Conference on Machine Learning (ICML), The International Machine Learning Society, 2011-06-28

12
Perturbation Based Large Margin Approach for Ranking

Yang, Eunho; Tewari, Ambuj; Ravikumar, Pradeep, International Conference on Artificial Intelligence and Statistics (AISTATS), AISTATS, 2012-04-21

13
XMRF: an R Package to Fit Markov Networks to High-throughput Genetics Data

Wan, YW; Baker, Yullia; Yang, Eunho; Ravikumar, Pradeep; Liu, Zhandong; Allen, Genevera, International Conference on Intelligent Biology and Medicine (ICIBM 2015), ICIBM, 2015-11-13

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