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    KDD
    2009
    ACM
    191views Data Mining» more  KDD 2009»
    Scalable pseudo-likelihood estimation in hybrid random fields
    14 years 8 months ago
    Scalable pseudo-likelihood estimation in hybrid random fields
    Download  www.dii.unisi.it
    Learning probabilistic graphical models from high-dimensional datasets is a computationally challenging task. In many interesting applications, the domain dimensionality is such a...
    Antonino Freno, Edmondo Trentin, Marco Gori
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    CN
    2008
    280views more  CN 2008»
    Joint transmit power and physical carrier sensing adaptation based on loss differentiation for high density IEEE 802.11 WLAN
    13 years 7 months ago
    Joint transmit power and physical carrier sensing adaptation based on loss differentiation for high density IEEE 802.11 WLAN
    Download  www.ee.washington.edu
    In high density (HD) IEEE 802.11 WLAN, packet loss can occur due to co-channel interference (asynchronous interference) or collisions (synchronous interference). In order to effec...
    Hui Ma, Jing Zhu, Sumit Roy, Soo Young Shin
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    ICC
    2007
    IEEE
    119views Communications» more  ICC 2007»
    On Channel State Inference and Prediction Using Observable Variables in 802.11b Network
    14 years 1 months ago
    On Channel State Inference and Prediction Using Observable Variables in 802.11b Network
    Download  www.egr.msu.edu
    —Performance of cross-layer protocols that recommend the relay of corrupted packets to higher layers can be improved significantly by accurately inferring/predicting the bit erro...
    Shirish S. Karande, Syed A. Khayam, Yongju Cho, Ki...
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    ICML
    2008
    IEEE
    123views Machine Learning» more  ICML 2008»
    Bolasso: model consistent Lasso estimation through the bootstrap
    14 years 8 months ago
    Bolasso: model consistent Lasso estimation through the bootstrap
    Download  www.di.ens.fr
    We consider the least-square linear regression problem with regularization by the 1-norm, a problem usually referred to as the Lasso. In this paper, we present a detailed asymptot...
    Francis R. Bach
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    IPMI
    2007
    Springer
    197views Medical Imaging» more  IPMI 2007»
    Comparing Pairwise and Simultaneous Joint Registrations of Decorrelating Interval Exams Using Entropic Graphs
    14 years 8 months ago
    Comparing Pairwise and Simultaneous Joint Registrations of Decorrelating Interval Exams Using Entropic Graphs
    Download  www.eecs.umich.edu
    The interest in registering a set of images has quickly risen in the field of medical image analysis. Mutual information (MI) based methods are well-established for pairwise regist...
    Bing Ma, Ramkrishnan Narayanan, Hyunjin Park, Alfr...
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