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    VEE
    2012
    ACM
    322views Virtualization» more  VEE 2012»
    Modeling virtualized applications using machine learning techniques
    12 years 3 months ago
    Modeling virtualized applications using machine learning techniques
    Download  www.cl.cam.ac.uk
    With the growing adoption of virtualized datacenters and cloud hosting services, the allocation and sizing of resources such as CPU, memory, and I/O bandwidth for virtual machines...
    Sajib Kundu, Raju Rangaswami, Ajay Gulati, Ming Zh...
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    AUSDM
    2006
    Springer
    177views Data Mining» more  AUSDM 2006»
    On The Optimal Working Set Size in Serial and Parallel Support Vector Machine Learning With The Decomposition Algorithm
    13 years 11 months ago
    On The Optimal Working Set Size in Serial and Parallel Support Vector Machine Learning With The Decomposition Algorithm
    Download  crpit.com
    The support vector machine (SVM) is a wellestablished and accurate supervised learning method for the classification of data in various application fields. The statistical learnin...
    Tatjana Eitrich, Bruno Lang
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    JMLR
    2006
    108views more  JMLR 2006»
    The Interplay of Optimization and Machine Learning Research
    13 years 7 months ago
    The Interplay of Optimization and Machine Learning Research
    Download  jmlr.csail.mit.edu
    The fields of machine learning and mathematical programming are increasingly intertwined. Optimization problems lie at the heart of most machine learning approaches. The Special T...
    Kristin P. Bennett, Emilio Parrado-Hernánde...
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    GECCO
    2003
    Springer
    98views Optimization» more  GECCO 2003»
    Wise Breeding GA via Machine Learning Techniques for Function Optimization
    14 years 26 days ago
    Wise Breeding GA via Machine Learning Techniques for Function Optimization
    Download  www.cs.york.ac.uk
    Xavier Llorà, David E. Goldberg
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    ESANN
    2007
    86views Neural Networks» more  ESANN 2007»
    Convex optimization for the design of learning machines
    13 years 9 months ago
    Convex optimization for the design of learning machines
    Download  www.dice.ucl.ac.be
    This paper reviews the recent surge of interest in convex optimization in a context of pattern recognition and machine learning. The main thesis of this paper is that the design of...
    Kristiaan Pelckmans, Johan A. K. Suykens, Bart De ...
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