331 search results - page 44 / 67 » Vicinal Risk Minimization |
ICRA
2005
IEEE
15 years 7 months ago
2005
IEEE
— This paper reports some recent analysis and modeling results obtained while developing a tele-robotic system for minimally invasive surgery of the throat. One of the main enabl...
129
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IDA
2005
Springer
15 years 7 months ago
2005
Springer
We consider the problem of learning a ranking function, that is a mapping from instances to rankings over a finite number of labels. Our learning method, referred to as ranking by...
125
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WACV
2002
IEEE
15 years 6 months ago
2002
IEEE
Video-endoscopy (Figure 1), a mode of minimally invasive surgery, has proven to be significantly less invasive to the patient. However, it creates a much more complex operation env...
COLT
2000
Springer
15 years 6 months ago
2000
Springer
We study model selection strategies based on penalized empirical loss minimization. We point out a tight relationship between error estimation and data-based complexity penalizatio...
119
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EUROCOLT
1999
Springer
15 years 6 months ago
1999
Springer
Many settings of unsupervised learning can be viewed as quantization problems — the minimization of the expected quantization error subject to some restrictions. This allows the ...