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    NIPS
    1998
    112views Information Technology» more  NIPS 1998»
    Learning from Dyadic Data
    14 years 4 months ago
    Learning from Dyadic Data
    Download  www.cs.berkeley.edu
    Dyadic data refers to a domain with two nite sets of objects in which observations are made for dyads, i.e., pairs with one element from either set. This type of data arises natur...
    Thomas Hofmann, Jan Puzicha, Michael I. Jordan
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    NIPS
    2008
    161views Information Technology» more  NIPS 2008»
    Stochastic Relational Models for Large-scale Dyadic Data using MCMC
    14 years 4 months ago
    Stochastic Relational Models for Large-scale Dyadic Data using MCMC
    Download  www.dbs.informatik.uni-muenchen.de
    Stochastic relational models (SRMs) [15] provide a rich family of choices for learning and predicting dyadic data between two sets of entities. The models generalize matrix factor...
    Shenghuo Zhu, Kai Yu, Yihong Gong
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    WWW
    2010
    ACM
    237views Internet Technology» more  WWW 2010»
    Distributed nonnegative matrix factorization for web-scale dyadic data analysis on mapreduce
    14 years 9 months ago
    Distributed nonnegative matrix factorization for web-scale dyadic data analysis on mapreduce
    Download  research.microsoft.com
    The Web abounds with dyadic data that keeps increasing by every single second. Previous work has repeatedly shown the usefulness of extracting the interaction structure inside dya...
    Chao Liu, Hung-chih Yang, Jinliang Fan, Li-Wei He,...
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    KDD
    2009
    ACM
    322views Data Mining» more  KDD 2009»
    Mining for the most certain predictions from dyadic data
    15 years 3 months ago
    Mining for the most certain predictions from dyadic data
    Download  velblod.videolectures.net
    Meghana Deodhar, Joydeep Ghosh
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