LZ
Lydia Zakynthinou
cs.LGstat.MLcs.DScs.CRcs.ITmath.ITstat.ME
On Valency
published · living versionsW_djds62n2·v1 · currentpublished
A Simple Presentation of Robust Membership Inference Attacks
with Renaud Gaucher, Ephraim Linder, Adam Smith, Jonathan Ullman
1 version
Preprints & journals
12 papers in the corpus · 2018–2025Empirical Privacy Variance2503.12314v2 · Yuzheng Hu, Fan Wu, Ruicheng Xian et al.2025 · 0 citationsarXiv
Tukey Depth Mechanisms for Practical Private Mean Estimation2502.18698v1 · Gavin Brown, Lydia Zakynthinou2025 · 0 citationsarXiv
Dimension-free Private Mean Estimation for Anisotropic Distributions2411.00775v1 · Yuval Dagan, Michael I. Jordan, Xuelin Yang et al.2024 · 3 citationsarXiv
From Robustness to Privacy and Back2302.01855v1 · Hilal Asi, Jonathan Ullman, Lydia Zakynthinou2023 · 7 citationsarXiv
Multitask Learning via Shared Features: Algorithms and Hardness2209.03112v1 · Konstantina Bairaktari, Guy Blanc, Li-Yang Tan et al.2022 · 2 citationsarXiv
Covariance-Aware Private Mean Estimation Without Private Covariance Estimation2106.13329v3 · Gavin Brown, Marco Gaboardi, Adam Smith et al.2021 · 11 citationsarXiv
PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes2106.09683v1 · Peter Grunwald, Thomas Steinke, Lydia Zakynthinou2021 · 6 citationsarXiv
Differentially Private Decomposable Submodular Maximization2005.14717v1 · Anamay Chaturvedi, Huy Nguyen, Lydia Zakynthinou2020 · 10 citationsarXiv
Reasoning About Generalization via Conditional Mutual Information2001.09122v3 · Thomas Steinke, Lydia Zakynthinou2020 · 63 citationsarXiv
Private Identity Testing for High-Dimensional Distributions1905.11947v3 · Cl'ement L. Canonne, Gautam Kamath, Audra McMillan et al.2019 · 15 citationsarXiv
Efficient Private Algorithms for Learning Large-Margin Halfspaces1902.09009v2 · Huy L. Nguyen, Jonathan Ullman, Lydia Zakynthinou2019 · 4 citationsarXiv
Improved Algorithms for Collaborative PAC Learning1805.08356v2 · Huy L. Nguyen, Lydia Zakynthinou2018 · 6 citationsarXiv
Career total: 18 works. 12 are in this corpus.
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