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    SDM
    2009
    SIAM
    119views Data Mining» more  SDM 2009»
    Twin Vector Machines for Online Learning on a Budget.
    15 years 11 months ago
    Twin Vector Machines for Online Learning on a Budget.
    Download  www.siam.org
    This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
    Zhuang Wang, Slobodan Vucetic
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    76
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    ALT
    2008
    Springer
    103views Machine Learning» more  ALT 2008»
    Learning and Generalization with the Information Bottleneck
    15 years 10 months ago
    Learning and Generalization with the Information Bottleneck
    Download  www.cs.huji.ac.il
    Ohad Shamir, Sivan Sabato, Naftali Tishby
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    85
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    ICML
    2006
    IEEE
    126views Machine Learning» more  ICML 2006»
    Kernel information embeddings
    16 years 2 months ago
    Kernel information embeddings
    Download  learning.cs.toronto.edu
    Roland Memisevic
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    ICML
    1989
    IEEE
    63views Machine Learning» more  ICML 1989»
    Information Filters and Their Implementation in the SYLLOG System
    15 years 6 months ago
    Information Filters and Their Implementation in the SYLLOG System
    Download  www.cs.technion.ac.il
    Shaul Markovitch, Paul D. Scott
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    KDD
    2004
    ACM
    139views Data Mining» more  KDD 2004»
    Learning a complex metabolomic dataset using random forests and support vector machines
    16 years 2 months ago
    Learning a complex metabolomic dataset using random forests and support vector machines
    Download  math.uc.edu
    Metabolomics is the omics science of biochemistry. The associated data include the quantitative measurements of all small molecule metabolites in a biological sample. These datase...
    Young Truong, Xiaodong Lin, Chris Beecher
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