Low Rank Modeling of Signed Networks Cho-Jui Hsieh Kai-Yang Chiang Inderjit S. Dhillon - Dhillon - Document - PDFSEARCH.IO - Document Search Engine

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	Low Rank Modeling of Signed Networks Cho-Jui Hsieh Kai-Yang Chiang Inderjit S. Dhillon Add to Reading List Document Date: 2012-10-09 01:02:57 Open Document File Size: 227,23 KB Share Result on Facebook City MOI / Beijing / / Company Michigan Mathematical Journal / Sign Inference / Netflix / Facebook / Subject Descriptors Trust networks / / Country Jordan / China / / Currency SGD / USD / / / Facility Alternating Least Square / Computer Science University of Texas / / IndustryTerm power-law distribution / synthetic and real networks / real signed network / unsigned social networks / trust networks / power-law distributed graphs / large signed network / real-life signed networks / real-life network / real large-scale social networks / large-scale online social networks / weakly-balanced signed network / recommender systems / power-law distributed networks / signed network / partial network / k-means algorithm / spectral clustering algorithm / real-life networks / signed networks / collaborative filtering applications / inference algorithm / matrix factorization algorithms / matrix completion algorithm / Internet Mathematics / balanced network / inference algorithms / possible approximate solution / in signed networks / signed balanced networks / non-uniform distributed networks / minimum-rank solutions / signed social networks / matrix completion algorithms / Community mining / real networks / power law / social networks / random network / reallife applications / social network / to signed networks / singular value thresholding algorithm / feature-based clustering algorithm / reallife networks / balanced networks / random networks / / Organization University of Texas at Austin / National Science Foundation / Computer Science University / Society for Industrial and Applied Mathematics / CCF-0916309 / CCF-1117055 and DOD Army / / Person Cho-Jui Hsieh Kai-Yang Chiang / / Position SVP / General / MC-SVP / global low-rank model for the network / MC−SVP / / Product Chung-Lu / / ProgrammingLanguage HOC / / PublishedMedium Psychological Review / Mathematical Journal / Human Relations / / Technology MF-based algorithms / singular value thresholding algorithm / MFbased algorithms / inference algorithms / SVP algorithm / 1.1 Algorithms / clustering algorithms / clustering algorithm / inference algorithm / machine learning / 0.8 Algorithm / k-means algorithm / matrix completion algorithm / matrix completion algorithms / Matrix Factorization Though matrix completion algorithms / spectral clustering algorithm / Data Mining / cycle-based algorithms / matrix factorization algorithms / feature-based clustering algorithm / / URL http / SocialTag Linear algebra Data analysis Matroid theory Signed graph Topology Rank Matrix Cluster analysis Spectral clustering Statistics