1062 search results - page 130 / 213 » Sublinear Optimization for Machine Learning |
150
Voted
ALT
2007
Springer
15 years 6 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...
116
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ECML
2006
Springer
15 years 6 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...
120
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EDUTAINMENT
2006
Springer
15 years 6 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...
124
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ECML
2006
Springer
15 years 4 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...
120
Voted
COLT
2008
Springer
15 years 4 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...