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» Metabolic networks analysis using convex optimization
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181
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JMLR
2012
13 years 5 months ago
Beyond Logarithmic Bounds in Online Learning
We prove logarithmic regret bounds that depend on the loss L∗ T of the competitor rather than on the number T of time steps. In the general online convex optimization setting, o...
Francesco Orabona, Nicolò Cesa-Bianchi, Cla...
140
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ESANN
2004
15 years 4 months ago
Sparse LS-SVMs using additive regularization with a penalized validation criterion
This paper is based on a new way for determining the regularization trade-off in least squares support vector machines (LS-SVMs) via a mechanism of additive regularization which ha...
Kristiaan Pelckmans, Johan A. K. Suykens, Bart De ...
132
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MSN
2007
Springer
187views Sensor Networks» more  MSN 2007»
15 years 9 months ago
Performance Analysis of IEEE 802.11 in Multi-hop Wireless Networks
Abstract. Multi-hop wireless networks provide a quick and easy way for networking when we need a temporary network or when cabling is difficult. The 802.11 Medium Access Control (M...
Lan Tien Nguyen, Razvan Beuran, Yoichi Shinoda
APSCC
2008
IEEE
15 years 10 months ago
Analysis of Context-Aware Network Selection Schemes for Power Savings
Socio-technical developments in computing have resulted in the emergence of innovative mobile systems which exploit the information available on the Internet to optimize the perfo...
Pravin Pawar, Bert-Jan van Beijnum, Hermie Hermens...
121
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NN
2000
Springer
128views Neural Networks» more  NN 2000»
15 years 3 months ago
A recurrent neural network for solving linear projection equations
Linear projection equations arise in many optimization problems and have important applications in science and engineering. In this paper, we present a recurrent neural network fo...
Youshen Xia, Jun Wang