Differential privacy in practice: Expose your epsilons! C Dwork, N Kohli, D Mulligan Journal of Privacy and Confidentiality 9 (2), 2019 | 201 | 2019 |
This thing called fairness: Disciplinary confusion realizing a value in technology DK Mulligan, JA Kroll, N Kohli, RY Wong Proceedings of the ACM on Human-Computer Interaction 3 (CSCW), 1-36, 2019 | 139 | 2019 |
Shaping Our Tools: Contestability as a Means to Promote Responsible Algorithmic Decision Making in the Professions DN Kluttz, N Kohli, DK Mulligan After the Digital Tornado: Networks, Algorithms, Humanity. Combridge …, 2020 | 79 | 2020 |
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics R Dobbe, S Dean, T Gilbert, N Kohli 5th Workshop on Fairness, Accountability, and Transparency in Machine …, 2018 | 75 | 2018 |
Epsilon Voting: Mechanism Design for Parameter Selection in Differential Privacy N Kohli, P Laskowski 2018 IEEE Symposium on Privacy-Aware Computing (PAC), 19-30, 2018 | 41 | 2018 |
Translation Tutorial: A Shared Lexicon for Research and Practice in Human-Centered Software Systems N Kohli, R Barreto, JA Kroll In 1st Conference on Fairness, Accountability, and Transparency. New York …, 2018 | 21 | 2018 |
Privacy and policy in polystores: a data management research agenda JA Kroll, N Kohli, P Laskowski Heterogeneous Data Management, Polystores, and Analytics for Healthcare …, 2019 | 18 | 2019 |
Contestability and professionals: From explanations to engagement with algorithmic systems D Kluttz, N Kohli, DK Mulligan Available at SSRN 3311894, 2018 | 12* | 2018 |
Big data privacy in emerging market fintech and financial services: A research agenda JE Blumenstock, N Kohli arXiv preprint arXiv:2310.04970, 2023 | 8 | 2023 |
Differential privacy for black-box statistical analyses N Kohli, P Laskowski Proceedings on Privacy Enhancing Technologies, 2023 | 7 | 2023 |
Privacy guarantees for personal mobility data in humanitarian response N Kohli, E Aiken, JE Blumenstock Scientific Reports 14 (1), 28565, 2024 | 6 | 2024 |
Leveraging differential privacy while attending to social and political commitments N Kohli UC Berkeley, 2021 | 4 | 2021 |
Tutorial Session: Common Pitfalls for Studying the Human Side of Machine Learning D Mulligan, N Kohli, J Kroll NeurIPS 2018 Tutorial, 2018 | 2 | 2018 |
Enabling Humanitarian Applications with Targeted Differential Privacy N Kohli, J Blumenstock arXiv preprint arXiv:2408.13424, 2024 | 1 | 2024 |
Expanding Perspectives on Data Privacy: Insights from Rural Togo Z Kahn, MFC Pere, E Aiken, N Kohli, JE Blumenstock arXiv preprint arXiv:2409.17578, 2024 | | 2024 |
A Quick Example of Homomorphic Encryption Using the Paillier Cryptosystem: Supplemental Note N Kohli | | 2024 |
Provocation on Expertise in Social Impact Evaluations of Generative AI (and Beyond) Z Kahn, N Kohli arXiv preprint arXiv:2411.06017, 2024 | | 2024 |
Using Participants' Utility Functions to Compare Versions of Differential Privacy N Kohli, MC Tschantz arXiv preprint arXiv:2310.06258, 2023 | | 2023 |