103 citations · 131 across the 9 of their papers we have counts for
3 papers · 1 filter
Fair Inputs and Fair Outputs: The Incompatibility of Fairness in Privacy and Accuracy
Bashir Rastegarpanah, Mark Crovella, Krishna P. Gummadi
Fairness concerns about algorithmic decision-making systems have been mainly focused on the outputs (e.g., the accuracy of a classifier across individuals or groups). However, one…
Matrix completion with queries
Natali Ruchansky, Mark Crovella, Evimaria Terzi
In many applications, e.g., recommender systems and traffic monitoring, the data comes in the form of a matrix that is only partially observed and low rank. A fundamental data-anal…
Targeted matrix completion
Natali Ruchansky, Mark Crovella, Evimaria Terzi
Matrix completion is a problem that arises in many data-analysis settings where the input consists of a partially-observed matrix (e.g., recommender systems, traffic matrix analysi…