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    ICML
    2007
    IEEE
    104views Machine Learning» more  ICML 2007»
    On one method of non-diagonal regularization in sparse Bayesian learning
    14 years 8 months ago
    On one method of non-diagonal regularization in sparse Bayesian learning
    Download  www.machinelearning.org
    In the paper we propose a new type of regularization procedure for training sparse Bayesian methods for classification. Transforming Hessian matrix of log-likelihood function to d...
    Dmitry Kropotov, Dmitry Vetrov
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    ICML
    2008
    IEEE
    155views Machine Learning» more  ICML 2008»
    Extracting and composing robust features with denoising autoencoders
    14 years 8 months ago
    Extracting and composing robust features with denoising autoencoders
    Download  www.iro.umontreal.ca
    Previous work has shown that the difficulties in learning deep generative or discriminative models can be overcome by an initial unsupervised learning step that maps inputs to use...
    Pascal Vincent, Hugo Larochelle, Yoshua Bengio, Pi...
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    ICML
    2003
    IEEE
    130views Machine Learning» more  ICML 2003»
    Weighted Order Statistic Classifiers with Large Rank-Order Margin
    14 years 8 months ago
    Weighted Order Statistic Classifiers with Large Rank-Order Margin
    Download  www.pooka.lanl.gov
    We investigate how stack filter function classes like weighted order statistics can be applied to classification problems. This leads to a new design criteria for linear classifie...
    Reid B. Porter, Damian Eads, Don R. Hush, James Th...
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    CHI
    2009
    ACM
    116views Human Computer Interaction» more  CHI 2009»
    Towards human-centered support for indoor navigation
    14 years 8 months ago
    Towards human-centered support for indoor navigation
    Download  www.uni-siegen.de
    This paper presents a new perspective for the design of indoor navigation support. In contrast to technology oriented approaches coming from Context Awareness research, we argue f...
    Leonardo Ramirez, Sebastian Denef, Tobias Dyrks
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    CHI
    2007
    ACM
    251views Human Computer Interaction» more  CHI 2007»
    BodySpace: inferring body pose for natural control of a music player
    14 years 8 months ago
    BodySpace: inferring body pose for natural control of a music player
    Download  www.dcs.gla.ac.uk
    We describe the BodySpace system, which uses inertial sensing and pattern recognition to allow the gestural control of a music player by placing the device at different parts of t...
    Steven Strachan, Roderick Murray-Smith, M. Sile O'...
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