3718 search results - page 243 / 744 » On learning with dissimilarity functions |
171
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COLT
1993
Springer
15 years 10 months ago
1993
Springer
We consider the problem of learning in multilayer feed-forward networks of linear threshold units. We show that the Vapnik-Chervonenkis dimension of the class of functions that ca...
163
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IFIP3
1998
15 years 8 months ago
1998
The concept of the Virtual University offers a new learning environment for distance education. All the functionalities of a conventional university are available to the students ...
176
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ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We propose a deterministic method to evaluate the integral of a positive function based on soft-binning functions that smoothly cut the integral into smaller integrals that are ea...
202
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SIGIR
2009
ACM
2009
ACM
Incorporating prior knowledge into a transductive ranking algorithm for multi-document summarization
16 years 1 months ago
This paper presents a transductive approach to learn ranking functions for extractive multi-document summarization. At the first stage, the proposed approach identifies topic th...
180
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ECML
2007
Springer
16 years 23 days ago
2007
Springer
L1 regularization is effective for feature selection, but the resulting optimization is challenging due to the non-differentiability of the 1-norm. In this paper we compare state...