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    CSDA
    2006
    169views more  CSDA 2006»
    Generalized structured additive regression based on Bayesian P-splines
    13 years 11 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
    14 years 6 days 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
    14 years 5 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
    13 years 5 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 11 months ago
    Predictive discrete latent factor models for large scale dyadic data
    Download  cseweb.ucsd.edu
    Deepak Agarwal, Srujana Merugu
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