82 search results - page 4 / 17 » Almost Random Projection Machine |
111
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ACMSE
2009
ACM
15 years 4 months ago
2009
ACM
This paper describes a research effort to improve the use of the cosine similarity information retrieval technique to detect unknown, known or variances of known rogue software by...
ICML
2002
IEEE
15 years 10 months ago
2002
IEEE
We study generalization properties of linear learning algorithms and develop a data dependent approach that is used to derive generalization bounds that depend on the margin distr...
79
Voted
SP
2006
IEEE
15 years 3 months ago
2006
IEEE
Linux is the most popular open source project. The Linux random number generator is part of the kernel of all Linux distributions and is based on generating randomness from entrop...
75
Voted
NIPS
2007
14 years 11 months ago
2007
This paper investigates the application of randomized algorithms for large scale SVM learning. The key contribution of the paper is to show that, by using ideas random projections...
103
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ICML
2010
IEEE
14 years 10 months ago
2010
IEEE
Hashing based Approximate Nearest Neighbor (ANN) search has attracted much attention due to its fast query time and drastically reduced storage. However, most of the hashing metho...