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    SDM
    2008
    SIAM
    144views Data Mining» more  SDM 2008»
    Active Learning with Model Selection in Linear Regression
    13 years 11 months ago
    Active Learning with Model Selection in Linear Regression
    Download  hrstc.org
    Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
    Masashi Sugiyama, Neil Rubens
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    SDM
    2004
    SIAM
    242views Data Mining» more  SDM 2004»
    Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
    13 years 11 months ago
    Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
    Download  www.cis.syr.edu
    Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...
    Wenliang Du, Yunghsiang S. Han, Shigang Chen
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    SIGIR
    2008
    ACM
    167views Information Technology» more  SIGIR 2008»
    A bayesian logistic regression model for active relevance feedback
    13 years 10 months ago
    A bayesian logistic regression model for active relevance feedback
    Download  users.soe.ucsc.edu
    Relevance feedback, which traditionally uses the terms in the relevant documents to enrich the user's initial query, is an effective method for improving retrieval performanc...
    Zuobing Xu, Ram Akella
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    TIP
    2008
    128views more  TIP 2008»
    The Pairing of a Wavelet Basis With a Mildly Redundant Analysis via Subband Regression
    13 years 10 months ago
    The Pairing of a Wavelet Basis With a Mildly Redundant Analysis via Subband Regression
    Download  bigwww.epfl.ch
    A distinction is usually made between wavelet bases and wavelet frames. The former are associated with a one-to-one representation of signals, which is somewhat constrained but mos...
    Michael Unser, Dimitri Van De Ville
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    TWC
    2010
    121views Artificial Intelligence» more  TWC 2010»
    Indoor localization with channel impulse response based fingerprint and nonparametric regression
    13 years 4 months ago
    Indoor localization with channel impulse response based fingerprint and nonparametric regression
    Download  www.ece.nus.edu.sg
    Abstract--In this paper, we propose a fingerprint-based localization scheme that exploits the location dependency of the channel impulse response (CIR). We approximate the CIR by a...
    Yunye Jin, Wee-Seng Soh, Wai-Choong Wong
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