620 search results - page 7 / 124 » Stability and Generalization |
AUTOMATICA
2006
13 years 7 months ago
2006
We consider a class of systems with a cyclic interconnection structure that arises, among other examples, in dynamic models for certain biochemical reactions. We first show that a...
SIAMJO
2000
13 years 7 months ago
2000
: Necessary and sufficient conditions are obtained for the Lipschitzian stability of local solutions to finite-dimensional parameterized optimization problems in a very general set...
MSS
2010
IEEE
13 years 2 months ago
2010
IEEE
Abstract We study the structure of unstable local effectivity functions defined for n players and p alternatives. A stability index based on the notion of cycle is introduced. In t...
INFOCOM
2002
IEEE
14 years 9 days ago
2002
IEEE
— We demonstrate that the dynamic behavior of queue and average window is determined predominantly by the stability of TCP/RED, not by AIMD probing nor noise traffic. We develop...
CORR
2010
Springer
13 years 7 months ago
2010
Springer
We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is "similar" to a training sample, then the test...