364 search results - page 9 / 73 » On the generalization of soft margin algorithms |
AI
2002
Springer
13 years 9 months ago
2002
Springer
We present a simple general scheme for improving margins that is inspired on well known margin theory principles. The scheme is based on a sample re-weighting strategy. The very b...
GECCO
2009
Springer
14 years 1 months ago
2009
Springer
Given the complexity of the problem, genetic algorithms are one of the more promising methods of discovering control schemes for soft robotics. Since physically embodied evolution...
IJCAI
2003
13 years 10 months ago
2003
We present an approximate policy iteration algorithm that uses rollouts to estimate the value of each action under a given policy in a subset of states and a classifier to general...
SIGECOM
2005
ACM
14 years 2 months ago
2005
ACM
We present a new approach to representing coalitional games based on rules that describe the marginal contributions of the agents. This representation scheme captures characterist...
KDD
2004
ACM
14 years 9 months ago
2004
ACM
Subspace learning approaches have attracted much attention in academia recently. However, the classical batch algorithms no longer satisfy the applications on streaming data or la...