2 papers
cs.LG2020
Estimating Aggregate Properties In Relational Networks With Unobserved Data
Varun Embar, Sriram Srinivasan, Lise Getoor
Aggregate network properties such as cluster cohesion and the number of bridge nodes can be used to glean insights about a network's community structure, spread of influence and th…
cs.AI2018
Scalable Structure Learning for Probabilistic Soft Logic
Varun Embar, Dhanya Sridhar, Golnoosh Farnadi +1
Statistical relational frameworks such as Markov logic networks and probabilistic soft logic (PSL) encode model structure with weighted first-order logical clauses. Learning these…