620 search results - page 11 / 124 » Stability and Generalization |
COMPGEOM
2005
ACM
13 years 9 months ago
2005
ACM
The persistence diagram of a real-valued function on a topological space is a multiset of points in the extended plane. We prove that under mild assumptions on the function, the p...
NIPS
2007
13 years 8 months ago
2007
Over the past few years, the notion of stability in data clustering has received growing attention as a cluster validation criterion in a sample-based framework. However, recent w...
CDC
2008
IEEE
14 years 1 months ago
2008
IEEE
Abstract— In the framework of the ISS Lyapunov formulation a small gain theorem has recently been proved which allows the explicit construction of Lyapunov functions for intercon...
AUTOMATICA
2008
13 years 7 months ago
2008
It is due to the modularity they provide that results for cascaded systems have proved their utility in numerous control applications as well as in the development of general cont...
CDC
2008
IEEE
14 years 1 months ago
2008
IEEE
— This paper studies the problem of stability analysis for neural networks (NNs) with a time-varying delay. The activation functions are assumed to be neither monotonic, nor diff...