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    NIPS
    2001
    142views Information Technology» more  NIPS 2001»
    On the Generalization Ability of On-Line Learning Algorithms
    13 years 9 months ago
    On the Generalization Ability of On-Line Learning Algorithms
    Download  homes.dsi.unimi.it
    In this paper, it is shown how to extract a hypothesis with small risk from the ensemble of hypotheses generated by an arbitrary on-line learning algorithm run on an independent an...
    Nicolò Cesa-Bianchi, Alex Conconi, Claudio ...
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    GECCO
    2007
    Springer
    124views Optimization» more  GECCO 2007»
    Fitness-proportional negative slope coefficient as a hardness measure for genetic algorithms
    13 years 11 months ago
    Fitness-proportional negative slope coefficient as a hardness measure for genetic algorithms
    Download  www.cs.bham.ac.uk
    The Negative Slope Coefficient (nsc) is an empirical measure of problem hardness based on the analysis of offspring-fitness vs. parent-fitness scatterplots. The nsc has been teste...
    Riccardo Poli, Leonardo Vanneschi
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    ISCAPDCS
    2003
    132views Distributed And Parallel Com...» more  ISCAPDCS 2003»
    Performance Monitoring of N-tier Client/Server Systems
    13 years 9 months ago
    Performance Monitoring of N-tier Client/Server Systems
    Download  www.uni-koblenz.de
    Despite the widespread deployment of client/server technology, there seem to be no tools currently available that are adequate for analyzing and tuning the performance of client/s...
    Christoph Steigner, Jürgen Wilke
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    ICML
    2010
    IEEE
    265views Machine Learning» more  ICML 2010»
    From Transformation-Based Dimensionality Reduction to Feature Selection
    13 years 8 months ago
    From Transformation-Based Dimensionality Reduction to Feature Selection
    Download  www.icml2010.org
    Many learning applications are characterized by high dimensions. Usually not all of these dimensions are relevant and some are redundant. There are two main approaches to reduce d...
    Mahdokht Masaeli, Glenn Fung, Jennifer G. Dy
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    VLSID
    2009
    IEEE
    177views VLSI» more  VLSID 2009»
    Accelerating System-Level Design Tasks Using Commodity Graphics Hardware: A Case Study
    14 years 8 months ago
    Accelerating System-Level Design Tasks Using Commodity Graphics Hardware: A Case Study
    Download  home.rcs.ei.tum.de
    Many system-level design tasks (e.g. timing analysis, hardware/software partitioning and design space exploration) involve computational kernels that are intractable (usually NP-ha...
    Unmesh D. Bordoloi, Samarjit Chakraborty
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