159 search results - page 15 / 32 » Margin Maximizing Loss Functions |
ICML
2007
IEEE
16 years 15 days ago
2007
IEEE
A cost-sensitive extension of boosting, denoted as asymmetric boosting, is presented. Unlike previous proposals, the new algorithm is derived from sound decision-theoretic princip...
FGR
2004
IEEE
15 years 3 months ago
2004
IEEE
A class of sparse regularization functions are considered for the developing sparse classifiers for determining facial gender. The sparse classification method aims to both select...
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TVCG
2011
14 years 6 months ago
2011
—Direct volume rendering is an important tool for visualizing complex data sets. However, in the process of generating 2D images from 3D data, information is lost in the form of ...
ICCAD
2005
IEEE
15 years 8 months ago
2005
IEEE
In this paper we propose a novel analog design optimization methodology to address two key aspects of top-down system-level design: (1) how to optimally compare and select analog ...
AAMAS
2004
Springer
14 years 11 months ago
2004
Springer
We present a multi-dimensional, multi-step negotiation mechanism for task allocation among cooperative agents based on distributed search. This mechanism uses marginal utility gai...