Publications

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Kääriäinen, M. (2005).  Semi-Supervised Model Selection Based on Cross-Validation.
Kääriäinen, M. (2005).  Generalization Error Bounds Using Unlabeled Data. Proceedings of the 18th Annual Conference on Learning Theory (COLT 2005). 127-142.
Kääriäinen, M., & Langford J. (2005).  A Comparison of Tight Generalization Error Bounds. Proceedings of the 22nd International Conference on Machine Learning (ICML 2005). 409-416.
Kääriäinen, M. (2005).  On Active Learning in the Non-Realizable Case. Proceedings of the Foundations of Active Learning Workshop at the 19th Annual Conference on Neural Information Processing Systems (NIPS).
Kääriäinen, M., & Langford J. (2006).  Lower Bounds for Reductions.