Publications of Y Altun

Tsochantaridis, I.; Hofmann, T.; Joachims, T.; Altun, Y.: Support vector machine learning for interdependent and structured output spaces. In: ICML '04: Twenty-first International Conference on Machine Learning, 104, pp. 823 - 830 (Eds. Greiner, R.; Schuurmans, D.). Twenty-first International Conference on Machine Learning (ICML 2004), Banff, Canada, July 04, 2004 - July 08, 2004. ACM Press, New York, NY, USA (2004)

Altun, Y.; Hofmann, T.: Large Margin Methods for Label Sequence Learning. In: 8th European Conference on Speech Communication and Technology (EUROSPEECH 2003), pp. 993 - 996. 8th European Conference on Speech Communication and Technology (EUROSPEECH 2003), Genf, Switzerland, September 01, 2003 - September 04, 2003. International Speech Communication Association, Bonn, Germany (2003)

Altun, Y.; Hofmann, T.; Johnson, M.: Discriminative Learning for Label Sequences via Boosting. In: Advances in Neural Information Processing Systems 15, pp. 977 - 984 (Eds. Becker, S.; Thrun, S.; Obermayer, K.). Sixteenth Annual Conference on Neural Information Processing Systems (NIPS 2002), Vancouver, BC, Canada, December 09, 2002 - December 14, 2002. MIT Press, Cambridge, MA, USA (2003)

Altun, Y.; Tsochantaridis, I.; Hofmann, T.: Hidden Markov Support Vector Machines. In: Twentieth International Conference on Machine Learning (ICML 2003), pp. 4 - 11 (Eds. Fawcett, T.; Mishra, N.). Twentieth International Conference on Machine Learning (ICML 2003), Washington, DC, USA, August 21, 2003 - August 24, 2003. AAAI Press, Menlo Park, CA, USA (2003)

Peters, J.; Mülling, K.; Altun, Y.: Reinforcement Learning by Relative Entropy Policy Search. In 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010), p. 69. 30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2010), Chamonix, France, July 04, 2010 - July 09, 2010. (2010)

Erkan, A.; Altun, Y.: A Maximum Entropy Approach to Semi-supervised Learning. 30th International Workshop on Bayesian Inference and Maximun Entropy Methods in Science and Engineering (MaxEnt 2010), Chamonix, France (2010)

Alamgir, M.; Grosse-Wentrup, M.; Altun, Y.: Multi-task Learning for Zero Training Brain-Computer Interfaces. 4th International BCI Meeting, Asilomar, CA, USA (2010)

Lippert, C.; Stegle, O.; Jegelka, S.; Altun, Y.; Borgwardt, K.: Predicting related traits from SNP markers by multi-task learning. German Conference on Bioinformatics (GCB 2009), Halle, Germany (2009)