3 citations · 3 across the 4 of their papers we have counts for
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cs.AI2018
Block-Value Symmetries in Probabilistic Graphical Models
Gagan Madan, Ankit Anand, Mausam +1
One popular way for lifted inference in probabilistic graphical models is to first merge symmetric states into a single cluster (orbit) and then use these for downstream inference,…
cs.AI2017
A Survey of Distant Supervision Methods using PGMs
Gagan Madan
Relation Extraction refers to the task of populating a database with tuples of the form , where is a relation and , are entities. Distant supervision is…