1062 search results - page 130 / 213 » Sublinear Optimization for Machine Learning |
201
click to vote
ALT
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. Assume we are given a sample of points from some underlying distribution which contains several distinct clusters. Our goal is to construct a neighborhood graph on the sa...
158
click to vote
ECML
2006
Springer
15 years 10 months ago
2006
Springer
Recently, stability-based techniques have emerged as a very promising solution to the problem of cluster validation. An inherent drawback of these approaches is the computational c...
158
click to vote
EDUTAINMENT
2006
Springer
15 years 10 months ago
2006
Springer
In this paper, we present a novel method for dynamic terrain in battlefield and an efficient plan to simulate crater in the battle. We explore a few methods for dynamic terrain sur...
164
click to vote
ECML
2006
Springer
15 years 8 months ago
2006
Springer
We propose preprocessing spectral clustering with b-matching to remove spurious edges in the adjacency graph prior to clustering. B-matching is a generalization of traditional maxi...
154
click to vote
COLT
2008
Springer
15 years 8 months ago
2008
Springer
We study on-line decision problems where the set of actions that are available to the decision algorithm vary over time. With a few notable exceptions, such problems remained larg...