108 search results - page 8 / 22 » Greedy Algorithm for a Training Set Reduction in the Kernel ... |
107
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
Similarity measures in many real applications generate indefinite similarity matrices. In this paper, we consider the problem of classification based on such indefinite similariti...
139
Voted
NIPS
2001
15 years 4 months ago
2001
Abstract--Kernel-based algorithms such as support vector machines have achieved considerable success in various problems in batch setting, where all of the training data is availab...
135
Voted
KDD
2000
ACM
15 years 6 months ago
2000
ACM
Many important problems involve clustering large datasets. Although naive implementations of clustering are computationally expensive, there are established efficient techniques f...
110
Voted
ILP
2003
Springer
15 years 8 months ago
2003
Springer
In the case of concept learning from positive and negative examples, it is rarely possible to find a unique discriminating conjunctive rule; in most cases, a disjunctive descripti...
145
Voted
CDC
2009
IEEE
15 years 7 months ago
2009
IEEE
—We develop an algorithm aimed at estimating travel time on segments of a road network using a convex optimization framework. Sampled travel time from probe vehicles are assumed ...