Lydia Zakynthinou

Identifiers

• name variant Lydia Zakynthinou 0.60 · backfill

Papers (12)

1. Empirical Privacy Variance cs.LG · 2025 · author #5
2. Tukey Depth Mechanisms for Practical Private Mean Estimation cs.LG · 2025 · author #2
3. Dimension-free Private Mean Estimation for Anisotropic Distributions cs.LG · 2024 · author #4
4. From Robustness to Privacy and Back cs.LG · 2023 · author #3
5. Multitask Learning via Shared Features: Algorithms and Hardness cs.LG · 2022 · author #5
6. Covariance-Aware Private Mean Estimation Without Private Covariance Estimation cs.LG · 2021 · author #5
7. PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes cs.LG · 2021 · author #3
8. Differentially Private Decomposable Submodular Maximization cs.LG · 2020 · author #3
9. Reasoning About Generalization via Conditional Mutual Information cs.LG · 2020 · author #2
10. Private Identity Testing for High-Dimensional Distributions cs.DS · 2019 · author #5
11. Efficient Private Algorithms for Learning Large-Margin Halfspaces cs.LG · 2019 · author #3
12. Improved Algorithms for Collaborative PAC Learning cs.LG · 2018 · author #2

Mentions

• 2503.12314 #5 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 2502.18698 #2 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 2411.00775 #4 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 2106.13329 #5 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 2302.01855 #3 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 2209.03112 #5 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 1905.11947 #5 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 2106.09683 #3 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 2001.09122 #2 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 2005.14717 #3 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 1902.09009 #3 · arxiv_oai · confidence 0.70 Lydia Zakynthinou
• 1805.08356 #2 · arxiv_oai · confidence 0.70 Lydia Zakynthinou

Frequent Coauthors

• Jonathan Ullman 5 shared papers
• Gavin Brown 2 shared papers
• Huy L. Nguyen 2 shared papers
• Thomas Steinke 2 shared papers
• Adam Smith 1 shared papers
• Anamay Chaturvedi 1 shared papers
• Audra McMillan 1 shared papers
• Chiyuan Zhang 1 shared papers
• Cl\'ement L. Canonne 1 shared papers
• David Forsyth 1 shared papers
• Fan Wu 1 shared papers
• Gautam Kamath 1 shared papers
• Guy Blanc 1 shared papers
• Hilal Asi 1 shared papers
• Huy Nguyen 1 shared papers
• Konstantina Bairaktari 1 shared papers
• Li-Yang Tan 1 shared papers
• Marco Gaboardi 1 shared papers
• Michael I. Jordan 1 shared papers
• Nikita Zhivotovskiy 1 shared papers