1301 search results - page 2 / 261 » Bounded Version Vectors |
JMLR
2006
13 years 7 months ago
2006
Abstract. We give dimension-free and data-dependent bounds for linear multi-task learning where a common linear operator is chosen to preprocess data for a vector of task speci...c...
JIPS
2008
13 years 7 months ago
2008
: This research proposes a new strategy where documents are encoded into string vectors and modified version of KNN to be adaptable to string vectors for text categorization. Tradi...
ICCS
2005
Springer
14 years 15 days ago
2005
Springer
Session guarantees are used to manage replica consistency of a distributed system from the client perspective. This paper defines formally the guarantees, presents and proves safe...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
Recently, a vector version of Witsenhausen's counterexample was considered and it was shown that in that limit of infinite vector length, certain quantization-based strategie...
ICDM
2006
IEEE
14 years 1 months ago
2006
IEEE
Although version space support vector machines (VSSVMs) are a successful approach to reliable classification [6], they are restricted to separable data. This paper proposes gener...