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All publications by Su-in Lee
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Efficient Dimensionality Reduction for High-Dimensional Network Estimation
Safiye Celik, Benjamin Logsdon and Su-in Lee
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Structured Learning of Gaussian Graphical Models
Karthik Mohan, Mike Chung, Seungyeop Han, Daniela Witten, Su-in Lee and Maryam Fazel
Advances in Neural Information Processing Systems 25, 2012


Learning a meta-level prior for feature relevance from multiple related tasks
Su-in Lee, Vassil Chatalbashev, David Vickrey and Daphne Koller
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Efficient Structure Learning of Markov Networks using $L_1$-Regularization
Su-in Lee, Varun Ganapathi and Daphne Koller
Advances in Neural Information Processing Systems 19, 2006


ICA-based Clustering of Genes from Microarray Expression Data
Su-in Lee and Serafim Batzoglou
Advances in Neural Information Processing Systems 16, 2003