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    ESANN
    2006
    111views Neural Networks» more  ESANN 2006»
    Efficient Forward Regression with Marginal Likelihood
    13 years 8 months ago
    Efficient Forward Regression with Marginal Likelihood
    Download  www.dice.ucl.ac.be
    We propose an efficient forward regression algorithm based on greedy optimization of marginal likelihood. It can be understood as a forward selection procedure which adds a new bas...
    Ping Sun, Xin Yao
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    NIPS
    1996
    135views Information Technology» more  NIPS 1996»
    Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation
    13 years 8 months ago
    Transformation Invariance in Pattern Recognition-Tangent Distance and Tangent Propagation
    Download  home.mit.bme.hu
    In pattern recognition, statistical modeling, or regression, the amount of data is a critical factor affecting the performance. If the amount of data and computational resources ar...
    Patrice Simard, Yann LeCun, John S. Denker, Bernar...
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    IBPRIA
    2005
    Springer
    124views Pattern Recognition» more  IBPRIA 2005»
    A New Algorithm for Pattern Optimization in Protein-Protein Interaction Extraction System
    14 years 27 days ago
    A New Algorithm for Pattern Optimization in Protein-Protein Interaction Extraction System
    Download  www.csai.tsinghua.edu.cn
    Abstract. In pattern matching based Protein-Protein Interaction Extraction systems, patterns generated manually or automatically exist erroneous and redundancy, which greatly affec...
    Yu Hao, Xiaoyan Zhu, Ming Li
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    BMCBI
    2008
    148views more  BMCBI 2008»
    Discovering biclusters in gene expression data based on high-dimensional linear geometries
    13 years 7 months ago
    Discovering biclusters in gene expression data based on high-dimensional linear geometries
    Download  www.biomedcentral.com
    Background: In DNA microarray experiments, discovering groups of genes that share similar transcriptional characteristics is instrumental in functional annotation, tissue classifi...
    Xiangchao Gan, Alan Wee-Chung Liew, Hong Yan
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    NIPS
    2001
    105views Information Technology» more  NIPS 2001»
    On the Convergence of Leveraging
    13 years 8 months ago
    On the Convergence of Leveraging
    Download  books.nips.cc
    We give an unified convergence analysis of ensemble learning methods including e.g. AdaBoost, Logistic Regression and the Least-SquareBoost algorithm for regression. These methods...
    Gunnar Rätsch, Sebastian Mika, Manfred K. War...
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