Search Machine Learning Repository:
All publications by Haesun Park
authors venues years



Double Nystr\" om Method: An Efficient and Accurate Nystr\"om Scheme for Large-Scale Data Sets
Woosang Lim, Minhwan Kim, Haesun Park and Kyomin Jung
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Hierarchical Tensor Decomposition of Latent Tree Graphical Models
Le Song, Mariya Ishteva, Ankur Parikh, Eric Xing and Haesun Park
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Unfolding Latent Tree Structures using 4th Order Tensors
Mariya Ishteva, Haesun Park and Le Song
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Learning the Dependency Structure of Latent Factors
Yunlong He, Yanjun Qi, Koray Kavukcuoglu and Haesun Park
Advances in Neural Information Processing Systems 25, 2012


Statistical Optimization of Non-Negative Matrix Factorization
Anoop K. Balan, Levi Boyles, Max Welling, Jingu Kim and Haesun Park
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Fast Active-set-type Algorithms for L1-regularized Linear Regression
Jingu Kim and Haesun Park
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Dimension Reduction in Text Classification with Support Vector Machines
Hyunsoo Kim, Peg Howland and Haesun Park
Journal of Machine Learning Research, 2005


Feature extraction via generalized uncorrelated linear discriminant analysis
Jieping Ye, Ravi Janardan, Qi Li and Haesun Park
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004