13 citations · 42 across the 31 of their papers we have counts for
3 papers · 1 filter
A Fairness-aware Hybrid Recommender System
Golnoosh Farnadi, Pigi Kouki, Spencer K. Thompson +2
Recommender systems are used in variety of domains affecting people's lives. This has raised concerns about possible biases and discrimination that such systems might exacerbate. T…
VirtualIdentity: Privacy-Preserving User Profiling
Sisi Wang, Wing-Sea Poon, Golnoosh Farnadi +6
User profiling from user generated content (UGC) is a common practice that supports the business models of many social media companies. Existing systems require that the UGC is ful…
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…