18 citations · 29 across the 5 of their papers we have counts for
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cs.AI2017★ 2 cited
Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks
Parisa Kordjamshidi, Sameer Singh, Daniel Khashabi +4
Many real world systems need to operate on heterogeneous information networks that consist of numerous interacting components of different types. Examples include systems that perf…
cs.AI2012★ 3 cited
Compiling Relational Database Schemata into Probabilistic Graphical Models
Sameer Singh, Thore Graepel
Instead of requiring a domain expert to specify the probabilistic dependencies of the data, in this work we present an approach that uses the relational DB schema to automatically…