Matti Kääriäinen

According to our database, Matti Kääriäinen authored at least 15 papers between 2001 and 2009.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2009

Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model.

Matti Kääriäinen

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Sinuhe - statistical machine translation with a globally trained conditional exponential family translation model.

Matti Kääriäinen

Proceedings of the Workshop on Statistical Multilingual Analysis for Retrieval and Translation, 2009

2007

Combining haplotypers

Matti Kääriäinen, Niels Landwehr, Sampsa Lappalainen, Taneli Mielikäinen

CoRR, 2007

Practical Online Active Learning for Classification.

Claire Monteleoni, Matti Kääriäinen

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Semi-Supervised Model Selection Based on Cross-Validation.

Matti Kääriäinen

Proceedings of the International Joint Conference on Neural Networks, 2006

Active Learning in the Non-realizable Case.

Matti Kääriäinen

Proceedings of the Algorithmic Learning Theory, 17th International Conference, 2006

2005

A comparison of tight generalization error bounds.

Matti Kääriäinen, John Langford

Proceedings of the Machine Learning, 2005

Generalization Error Bounds Using Unlabeled Data.

Matti Kääriäinen

Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005

2004

Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees.

Matti Kääriäinen, Tuomo Malinen, Tapio Elomaa

J. Mach. Learn. Res., 2004

The Difficulty of Reduced Error Pruning of Leveled Branching Programs.

Tapio Elomaa, Matti Kääriäinen

Ann. Math. Artif. Intell., 2004

2003

Reduced Error Pruning of branching programs cannot be approximated to within a logarithmic factor.

Richard Nock, Tapio Elomaa, Matti Kääriäinen

Inf. Process. Lett., 2003

Rademacher Penalization over Decision Tree Prunings.

Matti Kääriäinen, Tapio Elomaa

Proceedings of the Machine Learning: ECML 2003, 2003

2002

Progressive Rademacher Sampling.

Tapio Elomaa, Matti Kääriäinen

Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001

An Analysis of Reduced Error Pruning.

Tapio Elomaa, Matti Kääriäinen

J. Artif. Intell. Res., 2001

On the Practice of Branching Program Boosting.

Tapio Elomaa, Matti Kääriäinen

Proceedings of the Machine Learning: EMCL 2001, 2001