56 search results - page 11 / 12 » Efficient supervised learning in networks with binary synaps... |
155
Voted
CIKM
2010
Springer
15 years 24 days ago
2010
Springer
In the standard formalization of supervised learning problems, a datum is represented as a vector of features without prior knowledge about relationships among features. However, ...
136
Voted
SRDS
2010
IEEE
15 years 1 months ago
2010
IEEE
This paper presents an instance based approach to diagnosing failures in computing systems. Owing to the fact that a large portion of occurred failures are repeated ones, our meth...
126
Voted
RAID
2005
Springer
15 years 8 months ago
2005
Springer
Intrusion detection systems are fundamentally passive and fail–open. Because their primary task is classification, they do nothing to prevent an attack from succeeding. An intru...
144
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TEC
2010
14 years 10 months ago
2010
We propose a unified data modeling approach that is equally applicable to supervised regression and classification applications, as well as to unsupervised probability density func...
140
Voted
CVPR
2009
IEEE
16 years 10 months ago
2009
IEEE
Image parsing remains difficult due to the need to combine
local and contextual information when labeling a
scene. We approach this problem by using the epitome as a
prior over ...