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    NIPS
    2008
    125views Information Technology» more  NIPS 2008»
    An interior-point stochastic approximation method and an L1-regularized delta rule
    13 years 10 months ago
    An interior-point stochastic approximation method and an L1-regularized delta rule
    Download  www.cs.ubc.ca
    The stochastic approximation method is behind the solution to many important, actively-studied problems in machine learning. Despite its farreaching application, there is almost n...
    Peter Carbonetto, Mark Schmidt, Nando de Freitas
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    NIPS
    2008
    119views Information Technology» more  NIPS 2008»
    Online Optimization in X-Armed Bandits
    13 years 10 months ago
    Online Optimization in X-Armed Bandits
    Download  opt2008.kyb.tuebingen.mpg.de
    Sébastien Bubeck, Rémi Munos, Gilles...
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    NIPS
    2008
    130views Information Technology» more  NIPS 2008»
    Mortal Multi-Armed Bandits
    13 years 10 months ago
    Mortal Multi-Armed Bandits
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    We formulate and study a new variant of the k-armed bandit problem, motivated by e-commerce applications. In our model, arms have (stochastic) lifetime after which they expire. In...
    Deepayan Chakrabarti, Ravi Kumar, Filip Radlinski,...
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    IQ
    2007
    93views Information Technology» more  IQ 2007»
    In Search Of An Accuracy Metric
    13 years 10 months ago
    In Search Of An Accuracy Metric
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    Practitioners and researchers often refer to error rates or accuracy percentages of databases. The former is the number of cells in error divided by the total number of cells; the...
    Craig W. Fisher, Eitel J. M. Lauría, Caroly...
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    NIPS
    2008
    175views Information Technology» more  NIPS 2008»
    Local Gaussian Process Regression for Real Time Online Model Learning
    13 years 10 months ago
    Local Gaussian Process Regression for Real Time Online Model Learning
    Download  www.kyb.tuebingen.mpg.de
    Learning in real-time applications, e.g., online approximation of the inverse dynamics model for model-based robot control, requires fast online regression techniques. Inspired by...
    Duy Nguyen-Tuong, Matthias Seeger, Jan Peters
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    NIPS
    2008
    149views Information Technology» more  NIPS 2008»
    Scalable Algorithms for String Kernels with Inexact Matching
    13 years 10 months ago
    Scalable Algorithms for String Kernels with Inexact Matching
    Download  www.cs.rutgers.edu
    We present a new family of linear time algorithms based on sufficient statistics for string comparison with mismatches under the string kernels framework. Our algorithms improve t...
    Pavel P. Kuksa, Pai-Hsi Huang, Vladimir Pavlovic
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    IQ
    2007
    109views Information Technology» more  IQ 2007»
    A Model for Information Quality in the Banking Industry - The Case of the Public Banks In Brazil
    13 years 10 months ago
    A Model for Information Quality in the Banking Industry - The Case of the Public Banks In Brazil
    Download  mitiq.mit.edu
    : Poor Information Quality (IQ) has a significant impact on the general performance of an organization. Investments in IT have had a great impact on the banking industry in recent ...
    Luís Francisco Ramos Lima, Antonio Carlos G...
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    NIPS
    2008
    135views Information Technology» more  NIPS 2008»
    The Recurrent Temporal Restricted Boltzmann Machine
    13 years 10 months ago
    The Recurrent Temporal Restricted Boltzmann Machine
    Download  www.cs.toronto.edu
    The Temporal Restricted Boltzmann Machine (TRBM) is a probabilistic model for sequences that is able to successfully model (i.e., generate nice-looking samples of) several very hi...
    Ilya Sutskever, Geoffrey E. Hinton, Graham W. Tayl...
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    IQ
    2007
    84views Information Technology» more  IQ 2007»
    Where are we now? Where are we going?
    13 years 10 months ago
    Where are we now? Where are we going?
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    John R. Talburt, Elizabeth M. Pierce, Craig Fisher...
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    NIPS
    2008
    148views Information Technology» more  NIPS 2008»
    Kernel Change-point Analysis
    13 years 10 months ago
    Kernel Change-point Analysis
    Download  www.di.ens.fr
    We introduce a kernel-based method for change-point analysis within a sequence of temporal observations. Change-point analysis of an unlabelled sample of observations consists in,...
    Zaïd Harchaoui, Francis Bach, Eric Moulines
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