69 citations · 118 across the 16 of their papers we have counts for
4 papers · 1 filter
HyperFair: A Soft Approach to Integrating Fairness Criteria
Charles Dickens, Rishika Singh, Lise Getoor
Recommender systems are being employed across an increasingly diverse set of domains that can potentially make a significant social and individual impact. For this reason, consider…
Causal Relational Learning
Babak Salimi, Harsh Parikh, Moe Kayali +3
Causal inference is at the heart of empirical research in natural and social sciences and is critical for scientific discovery and informed decision making. The gold standard in ca…
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…
User Profiling Using Hinge-loss Markov Random Fields
Golnoosh Farnadi, Lise Getoor, Marie-Francine Moens +1
A variety of approaches have been proposed to automatically infer the profiles of users from their digital footprint in social media. Most of the proposed approaches focus on minin…