3006 search results - page 121 / 602 » Dimensionality reduction and generalization |
86
Voted
PR
2007
15 years 7 days ago
2007
Classical clustering algorithms are based on the concept that a cluster center is a single point. Clusters which are not compact around a single point are not candidates for class...
123
Voted
EUC
2008
Springer
15 years 2 months ago
2008
Springer
A generalized dynamic energy performance scaling (DEPS) framework is proposed for exploring applicationspecific energy-saving potential in hard real-time embedded systems. This so...
124
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ACL
2008
15 years 2 months ago
2008
This paper presents a semi-supervised training method for linear-chain conditional random fields that makes use of labeled features rather than labeled instances. This is accompli...
88
Voted
NIPS
2007
15 years 2 months ago
2007
We present a simple, agnostic active learning algorithm that works for any hypothesis class of bounded VC dimension, and any data distribution. Our algorithm extends a scheme of C...
81
Voted
AAAI
2004
15 years 2 months ago
2004
We have recently proposed augmenting clauses in a Boolean database with groups of permutations, the augmented clauses then standing for the set of all clauses constructed by actin...