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All publications by Yasemin Altun
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Semi-Supervised Learning via Generalized Maximum Entropy
Ayse Erkan and Yasemin Altun
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Multitask Learning for Brain-Computer Interfaces
Morteza Alamgir, Moritz Grosse-wentrup and Yasemin Altun
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Large Margin Methods for Structured and Interdependent Output Variables
Ioannis Tsochantaridis, Thorsten Joachims, Thomas Hofmann and Yasemin Altun
Journal of Machine Learning Research, 2005


Maximum Margin Semi-Supervised Learning for Structured Variables
Yasemin Altun, Mikhail Belkin and David A. Mcallester
Advances in Neural Information Processing Systems 18, 2005


Support vector machine learning for interdependent and structured output spaces
Ioannis Tsochantaridis, Thomas Hofmann, Thorsten Joachims and Yasemin Altun
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Gaussian process classification for segmenting and annotating sequences
Yasemin Altun, Thomas Hofmann and Alex J. Smola
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Hidden Markov Support Vector Machines
Yasemin Altun, Ioannis Tsochantaridis and Thomas Hofmann
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


Discriminative Learning for Label Sequences via Boosting
Yasemin Altun, Thomas Hofmann and Mark Johnson
Advances in Neural Information Processing Systems 15, 2002