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CORR
2010
Springer
128views Education» more  CORR 2010»
15 years 6 months ago
Sublinear Optimization for Machine Learning
Abstract--We give sublinear-time approximation algorithms for some optimization problems arising in machine learning, such as training linear classifiers and finding minimum enclos...
Kenneth L. Clarkson, Elad Hazan, David P. Woodruff
IJCV
2008
155views more  IJCV 2008»
15 years 6 months ago
Fast Transformation-Invariant Component Analysis
For software and more illustrations: http://www.psi.utoronto.ca/anitha/fastTCA.htm Dimensionality reduction techniques such as principal component analysis and factor analysis are...
Anitha Kannan, Nebojsa Jojic, Brendan J. Frey
ISEM
2008
88views more  ISEM 2008»
15 years 6 months ago
Evaluating transaction trust and risk levels in peer-to-peer e-commerce environments
As it lacks central management in Peer-to-Peer (P2P) e-commerce environments, prior to new transactions with an unknown peer, the trust evaluation is critical, which relies on the ...
Yan Wang 0002, Duncan S. Wong, Kwei-Jay Lin, Vijay...
CORR
2007
Springer
67views Education» more  CORR 2007»
15 years 6 months ago
Novelty and Collective Attention
The subject of collective attention is central to an information age where millions of people are inundated with daily messages. It is thus of interest to understand how attention...
Fang Wu, Bernardo A. Huberman
193
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CORR
2007
Springer
133views Education» more  CORR 2007»
15 years 6 months ago
Virtual Manufacturing : Tools for improving Design and Production
: The research area “Virtual Manufacturing” can be defined as an integrated manufacturing environment which can enhance one or several levels of decision and control in manufac...
Philippe Dépincé, Damien Chablat, Pe...