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ICML
2008
IEEE
16 years 2 months ago
Multi-classification by categorical features via clustering
We derive a generalization bound for multiclassification schemes based on grid clustering in categorical parameter product spaces. Grid clustering partitions the parameter space i...
Yevgeny Seldin, Naftali Tishby
ICML
2004
IEEE
16 years 2 months ago
Boosting grammatical inference with confidence oracles
In this paper we focus on the adaptation of boosting to grammatical inference. We aim at improving the performances of state merging algorithms in the presence of noisy data by us...
Jean-Christophe Janodet, Richard Nock, Marc Sebban...
MHCI
2009
Springer
15 years 8 months ago
Mobile educational game: adventure anywhere
Main topic of this work is development of educational games that can be used on mobile devices. Paper describes a novel approach to educational game defining and interpretation. I...
Milos Milovanovic, Miroslav Minovic, Miroslav Lazo...
ICANN
2007
Springer
15 years 7 months ago
Generalized Softmax Networks for Non-linear Component Extraction
Abstract. We develop a probabilistic interpretation of non-linear component extraction in neural networks that activate their hidden units according to a softmaxlike mechanism. On ...
Jörg Lücke, Maneesh Sahani
RSEISP
2007
Springer
15 years 7 months ago
Generalizing Data in Natural Language
This paper concerns the development of a new direction in machine learning, called natural induction, which requires from computergenerated knowledge not only to have high predicti...
Ryszard S. Michalski, Janusz Wojtusiak