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    CSDA
    2006
    169views more  CSDA 2006»
    Generalized structured additive regression based on Bayesian P-splines
    13 years 4 months ago
    Generalized structured additive regression based on Bayesian P-splines
    Download  www.stat.uni-muenchen.de
    Generalized additive models (GAM) for modelling nonlinear effects of continuous covariates are now well established tools for the applied statistician. In this paper we develop Ba...
    Andreas Brezger, Stefan Lang
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    UAI
    2004
    228views Artificial Intelligence» more  UAI 2004»
    Factored Latent Analysis for far-field Tracking Data
    13 years 6 months ago
    Factored Latent Analysis for far-field Tracking Data
    Download  people.csail.mit.edu
    This paper uses Factored Latent Analysis (FLA) to learn a factorized, segmental representation for observations of tracked objects over time. Factored Latent Analysis is latent cl...
    Chris Stauffer
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    ICAC
    2007
    IEEE
    106views Applied Computing» more  ICAC 2007»
    A Regression-Based Analytic Model for Dynamic Resource Provisioning of Multi-Tier Applications
    13 years 11 months ago
    A Regression-Based Analytic Model for Dynamic Resource Provisioning of Multi-Tier Applications
    Download  www.cs.wm.edu
    — The multi-tier implementation has become the industry standard for developing scalable client-server enterprise applications. Since these applications are performance sensitive...
    Qi Zhang, Ludmila Cherkasova, Evgenia Smirni
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    JMLR
    2010
    119views more  JMLR 2010»
    Factorized Orthogonal Latent Spaces
    12 years 11 months ago
    Factorized Orthogonal Latent Spaces
    Download  ttic.uchicago.edu
    Existing approaches to multi-view learning are particularly effective when the views are either independent (i.e, multi-kernel approaches) or fully dependent (i.e., shared latent ...
    Mathieu Salzmann, Carl Henrik Ek, Raquel Urtasun, ...
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    KDD
    2007
    ACM
    146views Data Mining» more  KDD 2007»
    Predictive discrete latent factor models for large scale dyadic data
    14 years 5 months ago
    Predictive discrete latent factor models for large scale dyadic data
    Download  cseweb.ucsd.edu
    Deepak Agarwal, Srujana Merugu
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