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All publications by Juho Rousu
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Structured Prediction of Network Response
Hongyu Su, Aristides Gionis and Juho Rousu
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks
Mario Marchand, Hongyu Su, Emilie Morvant, Juho Rousu and John S. Shawe-taylor
Advances in Neural Information Processing Systems 27, 2014


Kernel-Based Learning of Hierarchical Multilabel Classification Models
Juho Rousu, Craig Saunders, Sándor Szedmák and John Shawe-taylor
Journal of Machine Learning Research, 2006


Learning hierarchical multi-category text classification models
Juho Rousu, Craig Saunders, Sándor Szedmák and John Shawe-taylor
Proceedings of the 22nd International Conference on Machine Learning (ICML-05), 2005


Efficient Computation of Gapped Substring Kernels on Large Alphabets
Juho Rousu and John Shawe-taylor
Journal of Machine Learning Research, 2005