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    » Models and Algorithms for Stochastic Online Scheduling
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    ICML
    2006
    IEEE
    180views Machine Learning» more  ICML 2006»
    Kernel Predictive Linear Gaussian models for nonlinear stochastic dynamical systems
    14 years 9 months ago
    Kernel Predictive Linear Gaussian models for nonlinear stochastic dynamical systems
    Download  www.eecs.umich.edu
    The recent Predictive Linear Gaussian model (or PLG) improves upon traditional linear dynamical system models by using a predictive representation of state, which makes consistent...
    David Wingate, Satinder P. Singh
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    ACL
    2009
    165views Computational Linguistics» more  ACL 2009»
    Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty
    13 years 6 months ago
    Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty
    Download  www.aclweb.org
    Stochastic gradient descent (SGD) uses approximate gradients estimated from subsets of the training data and updates the parameters in an online fashion. This learning framework i...
    Yoshimasa Tsuruoka, Jun-ichi Tsujii, Sophia Anania...
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    ICDCSW
    2009
    IEEE
    111views Computer Networks» more  ICDCSW 2009»
    A Dynamic Battery Model for Co-design in Cyber-Physical Systems
    14 years 3 months ago
    A Dynamic Battery Model for Co-design in Cyber-Physical Systems
    Download  www.gtsav.gatech.edu
    We introduce a dynamic battery model that describes the variations of the capacity of a battery under time varying discharge current. This model supports a co-design approach for ...
    Fumin Zhang, Zhenwu Shi, Wayne Wolf
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    RTAS
    2002
    IEEE
    130views Embedded Systems» more  RTAS 2002»
    Feedback Scheduling of Model Predictive Controllers
    14 years 1 months ago
    Feedback Scheduling of Model Predictive Controllers
    Download  www.control.lth.se
    The paper presents some preliminary results on dynamic scheduling of model predictive controllers (MPCs). In an MPC, the control signal is obtained by on-line optimization of a co...
    Dan Henriksson, Anton Cervin, Johan Åkesson,...
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    JCO
    2010
    99views more  JCO 2010»
    Online scheduling with a buffer on related machines
    13 years 7 months ago
    Online scheduling with a buffer on related machines
    Download  math.haifa.ac.il
    Online scheduling with a buffer is a semi-online problem which is strongly related to the basic online scheduling problem. Jobs arrive one by one and are to be assigned to paralle...
    György Dósa, Leah Epstein
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