Priyanka Nanayakkara

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Differential Privacy

Exploratory Analysis

Top Venues

USENIX Security Symposium

IEEE Secur. Priv.

Publications

Priyanka Nanayakkara, Hyeok Kim, Yifan Wu, Ali Sarvghad, Narges Mahyar, Gerome Miklau, Jessica Hullman
Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis. CoRR (2024)
Priyanka Nanayakkara, Mary Anne Smart, Rachel Cummings, Gabriel Kaptchuk, Elissa M. Redmiles
What Are the Chances? Explaining the Epsilon Parameter in Differential Privacy. CoRR (2023)
Sayash Kapoor, Emily Cantrell, Kenny Peng, Thanh Hien Pham, Christopher A. Bail, Odd Erik Gundersen, Jake M. Hofman, Jessica Hullman, Michael A. Lones, Momin M. Malik, Priyanka Nanayakkara, Russell A. Poldrack, Inioluwa Deborah Raji, Michael Roberts, Matthew J. Salganik, Marta Serra-Garcia, Brandon M. Stewart, Gilles Vandewiele, Arvind Narayanan
REFORMS: Reporting Standards for Machine Learning Based Science. CoRR (2023)
Priyanka Nanayakkara, Mary Anne Smart, Rachel Cummings, Gabriel Kaptchuk, Elissa M. Redmiles
What Are the Chances? Explaining the Epsilon Parameter in Differential Privacy. USENIX Security Symposium (2023)
Priyanka Nanayakkara, Jessica Hullman
What's Driving Conflicts Around Differential Privacy for the U.S. Census. IEEE Secur. Priv. 21 (5) (2023)
Priyanka Nanayakkara, Johes Bater, Xi He, Jessica Hullman, Jennie Rogers
Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases. CoRR (2022)
Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara, Andrew Gelman, Arvind Narayanan
The Worst of Both Worlds: A Comparative Analysis of Errors in Learning from Data in Psychology and Machine Learning. AIES (2022)
Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara, Andrew Gelman, Arvind Narayanan
The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning. CoRR (2022)
David Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha, Grace Abuhamad, Su Lin Blodgett, Nicholas Diakopoulos, Jessica R. Hullman, Tina Eliassi-Rad
Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews. AIES (2022)
Priyanka Nanayakkara, Johes Bater, Xi He, Jessica Hullman, Jennie Rogers
Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases. Proc. Priv. Enhancing Technol. 2022 (2) (2022)
Priyanka Nanayakkara, Jessica Hullman, Nicholas Diakopoulos
Unpacking the Expressed Consequences of AI Research in Broader Impact Statements. AIES (2021)
Priyanka Nanayakkara, Jessica Hullman, Nicholas Diakopoulos
Unpacking the Expressed Consequences of AI Research in Broader Impact Statements. CoRR (2021)
Priyanka Nanayakkara, Nicholas Diakopoulos, Jessica Hullman
Anticipatory Ethics and the Role of Uncertainty. CoRR (2020)