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» Predicting labels for dyadic data
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173
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DATAMINE
2010
161views more  DATAMINE 2010»
14 years 11 months ago
Predicting labels for dyadic data
: In dyadic prediction, the input consists of a pair of items (a dyad), and the goal is to predict the value of an observation related to the dyad. Special cases of dyadic predicti...
Aditya Krishna Menon, Charles Elkan
229
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KDD
2009
ACM
322views Data Mining» more  KDD 2009»
16 years 2 months ago
Mining for the most certain predictions from dyadic data
Meghana Deodhar, Joydeep Ghosh
149
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NIPS
2008
15 years 3 months ago
Stochastic Relational Models for Large-scale Dyadic Data using MCMC
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
103
Voted
KDD
2007
ACM
146views Data Mining» more  KDD 2007»
16 years 2 months ago
Predictive discrete latent factor models for large scale dyadic data
Deepak Agarwal, Srujana Merugu
KDD
2010
ACM
250views Data Mining» more  KDD 2010»
15 years 6 months ago
Modeling relational events via latent classes
Many social networks can be characterized by a sequence of dyadic interactions between individuals. Techniques for analyzing such events are of increasing interest. In this paper,...
Christopher DuBois, Padhraic Smyth