104 citations · 139 across the 4 of their papers we have counts for
4 papers
Using Participants' Utility Functions to Compare Versions of Differential Privacy
Nitin Kohli, Michael Carl Tschantz
We use decision theory to compare variants of differential privacy from the perspective of prospective study participants. We posit the existence of a preference ordering on the se…
Privacy Guarantees for Personal Mobility Data in Humanitarian Response
Nitin Kohli, Emily Aiken, Joshua Blumenstock
Personal mobility data from mobile phones and other sensors are increasingly used to inform policymaking during pandemics, natural disasters, and other humanitarian crises. However…
This Thing Called Fairness: Disciplinary Confusion Realizing a Value in Technology
Deirdre K. Mulligan, Joshua A. Kroll, Nitin Kohli +1
The explosion in the use of software in important sociotechnical systems has renewed focus on the study of the way technical constructs reflect policies, norms, and human values. T…
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics
Roel Dobbe, Sarah Dean, Thomas Gilbert +1
Machine learning (ML) is increasingly deployed in real world contexts, supplying actionable insights and forming the basis of automated decision-making systems. While issues result…