2311 search results - page 8 / 463 » Robustness and Generalization |
139
Voted
ISIPTA
2005
IEEE
15 years 5 months ago
2005
IEEE
Sets of probability measures which form neighbourhoods of classical probability measures are studied. An application of Jeffrey’s rule of conditioning to forming neighbourhoods...
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
In this paper, a method to generalize previously proposed Chebyshev Kernel function is presented for Support Vector Classification in order to obtain more robust and higher classi...
100
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TIT
2002
14 years 11 months ago
2002
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
ICRA
2009
IEEE
15 years 6 months ago
2009
IEEE
Abstract— Biological systems achieve amazing adaptive behavior with local agents performing simple sensing and actions. Modular robots with similar properties can potentially ach...
97
Voted
HRI
2006
ACM
15 years 5 months ago
2006
ACM
The essence of the signal-to-symbol problem consists of associating a symbolic description of an object (e.g., a chair) to a signal (e.g., an image) that captures the real object....