220 citations · 1.3k across the 62 of their papers we have counts for
4 papers · 1 filter
Local Dampening: Differential Privacy for Non-numeric Queries via Local Sensitivity
Victor A. E. Farias, Felipe T. Brito, Cheryl Flynn +3
Differential privacy is the state-of-the-art formal definition for data release under strong privacy guarantees. A variety of mechanisms have been proposed in the literature for re…
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs
Raif Rustamov, Subhabrata Majumdar
Collections of probability distributions arise in a variety of applications ranging from user activity pattern analysis to brain connectomics. In practice these distributions can b…
Non-thermal Sunyaev-Zeldovich signal from radio galaxy lobes
Sandeep Kumar Acharya, Subhabrata Majumdar, Biman B. Nath
Energetic electrons in the lobes of radio galaxies make them potential sources for not only radio and X-rays but also Sunyaev-Zeldovich (SZ) distortions in the cosmic microwave bac…
Towards Integrating Fairness Transparently in Industrial Applications
Emily Dodwell, Cheryl Flynn, Balachander Krishnamurthy +2
Numerous Machine Learning (ML) bias-related failures in recent years have led to scrutiny of how companies incorporate aspects of transparency and accountability in their ML lifecy…