1837 search results - page 66 / 368 » Learning From Ambiguous Examples |
120
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ALT
2006
Springer
15 years 11 months ago
2006
Springer
Abstract. The present study aims at insights into the nature of incremental learning in the context of Gold’s model of identification in the limit. With a focus on natural requi...
127
Voted
IJCAI
2007
15 years 4 months ago
2007
We describe an approach to extract attribute-value pairs from product descriptions. This allows us to represent products as sets of such attribute-value pairs to augment product d...
147
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PRICAI
2000
Springer
15 years 6 months ago
2000
Springer
This paper presents the CQ algorithm which decomposes and solves a Markov Decision Process (MDP) by automatically generating a hierarchy of smaller MDPs using state variables. The ...
116
Voted
FUZZIEEE
2007
IEEE
15 years 9 months ago
2007
IEEE
— The application of Qualitative Reasoning to Learning Algorithms can provide these models with the capability of automate common-sense and expert reasoning. Learning algorithms ...
116
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
Identifying the appropriate kernel function/matrix for a given dataset is essential to all kernel-based learning techniques. A variety of kernel learning algorithms have been prop...