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    NIPS
    2007
    202views Information Technology» more  NIPS 2007»
    A New View of Automatic Relevance Determination
    13 years 10 months ago
    A New View of Automatic Relevance Determination
    Download  books.nips.cc
    Automatic relevance determination (ARD) and the closely-related sparse Bayesian learning (SBL) framework are effective tools for pruning large numbers of irrelevant features leadi...
    David P. Wipf, Srikantan S. Nagarajan
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    SODA
    2008
    ACM
    125views Algorithms» more  SODA 2008»
    Ultra-low-dimensional embeddings for doubling metrics
    13 years 10 months ago
    Ultra-low-dimensional embeddings for doubling metrics
    Download  www.cs.cmu.edu
    We consider the problem of embedding a metric into low-dimensional Euclidean space. The classical theorems of Bourgain, and of Johnson and Lindenstrauss say that any metric on n p...
    T.-H. Hubert Chan, Anupam Gupta, Kunal Talwar
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    SPLC
    2008
    115views Software Engineering» more  SPLC 2008»
    Filtered Cartesian Flattening: An Approximation Technique for Optimally Selecting Features while Adhering to Resource Constraint
    13 years 10 months ago
    Filtered Cartesian Flattening: An Approximation Technique for Optimally Selecting Features while Adhering to Resource Constraint
    Download  www.dre.vanderbilt.edu
    Software Product-lines (SPLs) use modular software components that can be reconfigured into different variants for different requirements sets. Feature modeling is a common method...
    Jules White, B. Doughtery, Douglas C. Schmidt
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    PDPTA
    2007
    119views Distributed And Parallel Com...» more  PDPTA 2007»
    Scalable Overlay Multicast Tree Construction for Media Streaming
    13 years 10 months ago
    Scalable Overlay Multicast Tree Construction for Media Streaming
    Download  www.seas.gwu.edu
    Overlay networks have become popular in recent times for content distribution and end-system multicasting of media streams. In the latter case, the motivation is based on the lack...
    Gabriel Parmer, Richard West, Gerald Fry
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    SDM
    2007
    SIAM
    98views Data Mining» more  SDM 2007»
    Lattice based Clustering of Temporal Gene-Expression Matrices
    13 years 10 months ago
    Lattice based Clustering of Temporal Gene-Expression Matrices
    Download  siam.org
    Individuals show different cell classes when they are in the different stages of a disease, have different disease subtypes, or have different response to a treatment or envir...
    Yang Huang, Martin Farach-Colton
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