icml

PythonJulia

from relational_datasets import load
train, test = load("icml", "v0.0.6")

using RelationalDatasets
train, test = load("icml", "v0.0.6")

"ICML Coauthors"

Task

Link Prediction: Did two people coauthor together?

affiliation(+name,-university).
affiliation(+name,#university).
affiliation(-name,+university).
institutetype(+university,-type).
institutetype(+university,#type).
institutetype(-university,+type).
location(+university,-location).
location(+university,#location).
location(-university,+location).
researchtopic(+name,-topic).
researchtopic(+name,#topic).
researchtopic(-name,+topic).
coauthor(+name,+name).

Publications

• Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, Sriraam Natarajan, "Non-Parametric Learning of Embeddings for Relational Data using Gaifman Locality Theorem." International Conference on Inductive Logic Programming (ILP) 2021

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Last update: November 9, 2022