1514 search results - page 225 / 303 » Co-Tracking Using Semi-Supervised Support Vector Machines |
158
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COLT
2004
Springer
15 years 11 months ago
2004
Springer
One of the nice properties of kernel classifiers such as SVMs is that they often produce sparse solutions. However, the decision functions of these classifiers cannot always be u...
123
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ICRA
2003
IEEE
15 years 11 months ago
2003
IEEE
— We present a framework for composing motor controllers into autonomous composite reactive behaviors for bipedal robots and autonomous, physically-simulated humanoids. A key con...
135
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CIBCB
2005
IEEE
15 years 8 months ago
2005
IEEE
—Metabolic pathways are crucial to our understanding of biology. The speed at which new organisms are being sequenced is outstripping our ability to experimentally determine thei...
151
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IJCAI
2007
15 years 7 months ago
2007
The training of support vector machines (SVM) involves a quadratic programming problem, which is often optimized by a complicated numerical solver. In this paper, we propose a muc...
145
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NIPS
2007
15 years 7 months ago
2007
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...