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» On the Network Complexity of Selection
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APNOMS
2009
Springer
15 years 4 months ago
Network Partitioning and Self-sizing Methods for QoS Management with Autonomic Characteristics
The inherent and increasing complexity, heterogeneity and unpredictability of computer networks make the task of managing these systems highly complex. The autonomic computing para...
Romildo Martins da Silva Bezerra, Joberto Sé...
IJCNN
2000
IEEE
15 years 11 months ago
Continuous Optimization of Hyper-Parameters
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
Yoshua Bengio
ICS
2010
Tsinghua U.
15 years 11 months ago
Robust Perfect Revenue From Perfectly Informed Players
: Maximizing revenue in the presence of perfectly informed players is a well known goal in mechanism design. Yet, all current mechanisms for this goal are vulnerable to equilibrium...
Jing Chen, Avinatan Hassidim, Silvio Micali
JSW
2007
106views more  JSW 2007»
15 years 6 months ago
Destabilization of Terrorist Networks through Argument Driven Hypothesis Model
— Social network analysis has been used for quite some time to analyze and understand the behavior of nodes in the network. Theses nodes could be individuals or group of persons,...
Dil Muhammad Akbar Hussain
COMPLEXITY
2010
173views more  COMPLEXITY 2010»
15 years 1 months ago
Signal-regulated systems and networks
The paper presents the use of signal regulatory networks, a biologically-inspired model based on gene regulatory networks. Signal regulatory networks are a way of understanding a ...
Terence L. van Zyl, Elizabeth Marie Ehlers