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» From Self-Organized Systems to Collective Problem Solving
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ICML
2009
IEEE
14 years 8 months ago
Learning kernels from indefinite similarities
Similarity measures in many real applications generate indefinite similarity matrices. In this paper, we consider the problem of classification based on such indefinite similariti...
Yihua Chen, Maya R. Gupta, Benjamin Recht
AMC
2007
138views more  AMC 2007»
13 years 7 months ago
An experimental comparison of machine learning for adaptive sketch recognition
Benefiting from advances in online sketchy shape recognition system could not be expected before the problem of its adaptability is well solved. In this paper, three methods of m...
Lisha Zhang, Zhengxing Sun
CDC
2009
IEEE
173views Control Systems» more  CDC 2009»
14 years 11 days ago
Sequentially updated Probability Collectives
— Multi-agent coordination problems can be cast as distributed optimization tasks. Probability Collectives (PCs) are techniques that deal with such problems in discrete and conti...
Michalis Smyrnakis, David S. Leslie
NCA
2005
IEEE
14 years 1 months ago
SFS-KNOPPIX
KNOPPIX is a bootable CD with a collection of GNU/Linux software. KNOPPIX is very convenient but it requires downloading 700MB iso image and burning a CD-ROM when it is renewed. I...
Kuniyasu Suzaki, Kengo Iijima, Toshiki Yagi, Hidey...
NIPS
2003
13 years 9 months ago
Learning a Distance Metric from Relative Comparisons
This paper presents a method for learning a distance metric from relative comparison such as “A is closer to B than A is to C”. Taking a Support Vector Machine (SVM) approach,...
Matthew Schultz, Thorsten Joachims