Priyanka Nanayakkara

Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases

Priyanka Nanayakkara, Johes Bater, Xi He et al. · Proceedings on Privacy Enhancing Technologies · 2022 · 41 citations · Full text

Privacy Protection, Engineering, Privacy-preserving Techniques +16

The Worst of Both Worlds: A Comparative Analysis of Errors in Learning from Data in Psychology and Machine Learning

Jessica Hullman, Sayash Kapoor, Priyanka Nanayakkara et al. · 2022 · 33 citations · Full text

Unpacking the Expressed Consequences of AI Research in Broader Impact Statements

Priyanka Nanayakkara, Jessica Hullman, Nicholas Diakopoulos · 2021 · 31 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

REFORMS: Reporting Standards for Machine Learning Based Science

Sayash Kapoor, Emily M. Cantrell, Kenny Peng et al. · arXiv (Cornell University) · 2023 · 19 citations · Full text

Artificial Intelligence, Scientific Research, Data-driven Science +13

Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews

David Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha et al. · 2022 · 12 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19