Stochastic Gradient Descent for Relational Logistic Regression via Partial Network Crawls

24 Jul 2017 Jiasen Yang Bruno Ribeiro Jennifer Neville

Research in statistical relational learning has produced a number of methods for learning relational models from large-scale network data. While these methods have been successfully applied in various domains, they have been developed under the unrealistic assumption of full data access... (read more)

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Methods used in the Paper

Logistic Regression
Generalized Linear Models