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    ESANN
    2006
    111views Neural Networks» more  ESANN 2006»
    Efficient Forward Regression with Marginal Likelihood
    14 years 11 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
    14 years 11 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
    15 years 3 months 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
    14 years 9 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
    14 years 11 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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