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    NIPS
    2008
    124views Information Technology» more  NIPS 2008»
    Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning
    13 years 9 months ago
    Weighted Sums of Random Kitchen Sinks: Replacing minimization with randomization in learning
    Download  berkeley.intel-research.net
    Randomized neural networks are immortalized in this well-known AI Koan: In the days when Sussman was a novice, Minsky once came to him as he sat hacking at the PDP-6. "What a...
    Ali Rahimi, Benjamin Recht
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    KES
    2007
    Springer
    150views Information Technology» more  KES 2007»
    A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks
    14 years 1 months ago
    A Hybrid Symbolic-Statistical Approach to Modeling Metabolic Networks
    Download  www.di.uniba.it
    Biological systems consist of many components and interactions between them. In Systems Biology the principal problem is modeling complex biological systems and reconstructing inte...
    Marenglen Biba, Stefano Ferilli, Nicola Di Mauro, ...
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    ICONIP
    2008
    93views Information Technology» more  ICONIP 2008»
    Improvement of Practical Recurrent Learning Method and Application to a Pattern Classification Task
    13 years 9 months ago
    Improvement of Practical Recurrent Learning Method and Application to a Pattern Classification Task
    Download  shws.cc.oita-u.ac.jp
    Practical Recurrent Learning (PRL) has been proposed as a simple learning algorithm for recurrent neural networks[1][2]. This algorithm enables learning with practical order O(n2 )...
    Mohamad Faizal Bin Samsudin, Katsunari Shibata
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    KDD
    2009
    ACM
    132views Data Mining» more  KDD 2009»
    Learning patterns in the dynamics of biological networks
    14 years 8 months ago
    Learning patterns in the dynamics of biological networks
    Download  www-ai.cs.uni-dortmund.de
    Our dynamic graph-based relational mining approach has been developed to learn structural patterns in biological networks as they change over time. The analysis of dynamic network...
    Chang Hun You, Lawrence B. Holder, Diane J. Cook
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    JSAC
    2010
    107views more  JSAC 2010»
    Online learning in autonomic multi-hop wireless networks for transmitting mission-critical applications
    13 years 6 months ago
    Online learning in autonomic multi-hop wireless networks for transmitting mission-critical applications
    Download  medianetlab.ee.ucla.edu
    Abstract—In this paper, we study how to optimize the transmission decisions of nodes aimed at supporting mission-critical applications, such as surveillance, security monitoring,...
    Hsien-Po Shiang, Mihaela van der Schaar
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