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Lydia Zakynthinou

Differential Privacy Privacy-Preserving Machine Learning Robustness In Learning Algorithms Generalization In Statistical Learning Memorization In Machine Learning

Research Performance Summary

15
Total Papers
600
Total Citations
9
H-Index
2018-2025
Active Research Span

First Recorded Paper

Improved algorithms for collaborative PAC learning

Year: 2018

Citations: 44

Venue: Advances in Neural Information Processing Systems 31

Latest Recorded Paper

Tukey Depth Mechanisms for Practical Private Mean Estimation

Year: 2025

Citations: 1

Venue: arXiv preprint arXiv:2502.18698

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
2
2024
1
2023
3
2021
4
2020
4
2018
1

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 8
Journal 0
Book 1

Top Coauthors

Zakynthinou Ullman Steinke

Research Impact by Period

2025-2026

Period Stats
Papers 2
Citations 4
Avg. Citations / Paper 2
H-Index 1

2020-2024

Period Stats
Papers 12
Citations 552
Avg. Citations / Paper 46
H-Index 8

2015-2019

Period Stats
Papers 1
Citations 44
Avg. Citations / Paper 44
H-Index 1

Contact and Professional Links

Contact Information

lzakynthinou@jhu.edu

Professional Links

Google Scholar
University Page

Detected Research Keywords

Private Mean Estimation Conditional Mutual Information