2327 search results - page 28 / 466 » Consistency of functional learning methods based on derivati... |
ICASSP
2009
IEEE
15 years 6 months ago
2009
IEEE
In this paper, we propose a distributed learning strategy in wireless sensor networks. Taking advantage of recent developments on kernel-based machine learning, we consider a new ...
JMLR
2002
14 years 11 months ago
2002
We define notions of stability for learning algorithms and show how to use these notions to derive generalization error bounds based on the empirical error and the leave-one-out e...
ICVGIP
2004
15 years 17 days ago
2004
1 We present a functional data analysis (FDA) based method to statistically model continuous signs of the American Sign Language (ASL) for use in the recognition of signs in contin...
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CDC
2009
IEEE
15 years 2 months ago
2009
IEEE
— Lyapunov methods and density functions provide dual characterizations of the solutions of a nonlinear dynamic system. This work exploits the idea of combining both techniques, ...
BMCBI
2007
14 years 11 months ago
2007
Background: Protein-protein interactions are critical for cellular functions. Recently developed computational approaches for predicting protein-protein interactions utilize co-ev...