210 search results - page 16 / 42 » Uniform regular enumerations |
NIPS
2008
13 years 8 months ago
2008
This work characterizes the generalization ability of algorithms whose predictions are linear in the input vector. To this end, we provide sharp bounds for Rademacher and Gaussian...
FSS
2006
13 years 7 months ago
2006
In this paper we propose a new nonparametric regression algorithm based on Fuzzy systems with overlapping concepts. We analyze its consistency properties, showing that it is capab...
IPCO
2007
13 years 8 months ago
2007
Abstract. A well established heuristic approach for solving various bicriteria optimization problems is to enumerate the set of Pareto optimal solutions, typically using some kind ...
JMLR
2007
13 years 7 months ago
2007
Gaussian kernels with flexible variances provide a rich family of Mercer kernels for learning algorithms. We show that the union of the unit balls of reproducing kernel Hilbert s...
SIGCOMM
2006
ACM
14 years 1 months ago
2006
ACM
There is a growing demand for network devices capable of examining the content of data packets in order to improve network security and provide application-specific services. Most...