4578 search results - page 286 / 916 » Learning from Multi-source Data |
137
Voted
CORR
2007
Springer
15 years 3 months ago
2007
Springer
This is to present work on modifying the Aleph ILP system so that it evaluates the hypothesised clauses in parallel by distributing the data-set among the nodes of a parallel or di...
124
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ML
2006
ACM
15 years 3 months ago
2006
ACM
Backpropagation, similar to most learning algorithms that can form complex decision surfaces, is prone to overfitting. This work presents classification-based objective functions, ...
118
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ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
The problem of transfer learning, where information gained in one learning task is used to improve performance in another related task, is an important new area of research. While...
130
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SDM
2007
SIAM
15 years 4 months ago
2007
SIAM
We study the joint feature selection problem when learning multiple related classification or regression tasks. By imposing an automatic relevance determination prior on the hypo...
180
Voted
STAIRS
2008
15 years 4 months ago
2008
This paper presents an extensive evaluation, on artificial datasets, of EDY, an unsupervised algorithm for automatically synthesizing a Structured Hidden Markov Model (S-HMM) from ...