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Publications of Author

1. Tapio Elomaa, Matti Kääriäinen
   Progressive Rademacher Sampling. [Citation Graph (0, 0)][DBLP]
   AAAI/IAAI, 2002, pp:140-145 [Conf]
   
2. Matti Kääriäinen
   Active Learning in the Non-realizable Case. [Citation Graph (0, 0)][DBLP]
   ALT, 2006, pp:63-77 [Conf]
   
3. Tapio Elomaa, Matti Kääriäinen
   The Difficulty of Reduced Error Pruning of Leveled Branching Programs. [Citation Graph (0, 0)][DBLP]
   AMAI, 2002, pp:- [Conf]
   
4. Matti Kääriäinen
   Generalization Error Bounds Using Unlabeled Data. [Citation Graph (0, 0)][DBLP]
   COLT, 2005, pp:127-142 [Conf]
   
5. Tapio Elomaa, Matti Kääriäinen
   On the Practice of Branching Program Boosting. [Citation Graph (0, 0)][DBLP]
   ECML, 2001, pp:133-144 [Conf]
   
6. Matti Kääriäinen, Tapio Elomaa
   Rademacher Penalization over Decision Tree Prunings. [Citation Graph (0, 0)][DBLP]
   ECML, 2003, pp:193-204 [Conf]
   
7. Matti Kääriäinen, John Langford
   A comparison of tight generalization error bounds. [Citation Graph (0, 0)][DBLP]
   ICML, 2005, pp:409-416 [Conf]
   
8. Tapio Elomaa, Matti Kääriäinen
   The Difficulty of Reduced Error Pruning of Leveled Branching Programs. [Citation Graph (0, 0)][DBLP]
   Ann. Math. Artif. Intell., 2004, v:41, n:1, pp:111-124 [Journal]
   
9. Richard Nock, Tapio Elomaa, Matti Kääriäinen
   Reduced Error Pruning of branching programs cannot be approximated to within a logarithmic factor. [Citation Graph (0, 0)][DBLP]
   Inf. Process. Lett., 2003, v:87, n:2, pp:73-78 [Journal]
   
10. Tapio Elomaa, Matti Kääriäinen
    An Analysis of Reduced Error Pruning. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2001, v:15, n:, pp:163-187 [Journal]
    
11. Matti Kääriäinen, Tuomo Malinen, Tapio Elomaa
    Selective Rademacher Penalization and Reduced Error Pruning of Decision Trees. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:1107-1126 [Journal]
    
12. Claire Monteleoni, Matti Kääriäinen
    Practical Online Active Learning for Classification. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
    
13. Matti Kääriäinen, Niels Landwehr, Sampsa Lappalainen, Taneli Mielikäinen
    Combining haplotypers [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
    
14. 
    Semi-Supervised Model Selection Based on Cross-Validation. [Citation Graph (, )][DBLP]
    
    
15. 
    Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model. [Citation Graph (, )][DBLP]