Lydia Zakynthinou

Cited by

	All	Since 2018
Citations	329	329
h-index	8	8
i10-index	7	7

140

105

2018201920202021202220231 7 21 62 103 135

Public access

View all

6 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Jonathan UllmanAssociate Professor of Computer Science, Northeastern UniversityVerified email at ccs.neu.edu
Thomas SteinkeGoogle DeepMindVerified email at google.com
Huy L NguyễnNortheastern UniversityVerified email at cs.princeton.edu
Gavin BrownBoston UniversityVerified email at bu.edu
Adam SmithProfessor of Computer Science, Boston UniversityVerified email at bu.edu
Marco GaboardiBoston UniversityVerified email at bu.edu
Gautam KamathAssistant Professor @ University of Waterloo, Faculty Member @ Vector InstituteVerified email at uwaterloo.ca
Clément L. CanonneUniversity of SydneyVerified email at sydney.edu.au
Audra McMillanUniversity of MichiganVerified email at umich.edu
Peter GrünwaldGroup Leader Machine Learning, CWI; Professor of Statistics, Leiden UniversityVerified email at cwi.nl
Anamay ChaturvediPhD student, Northeastern UniversityVerified email at northeastern.edu
Hilal AsiApple ML ResearchVerified email at apple.com
Dimitris FotakisProfessor, Electrical & Computer Eng., NTU AthensVerified email at cs.ntua.gr
Li-Yang TanStanford UniversityVerified email at cs.stanford.edu
Guy BlancStanford UniversityVerified email at stanford.edu

Lydia Zakynthinou

Postdoctoral Researcher, UC Berkeley

Verified email at northeastern.edu - Homepage

Learning Theory Algorithms Privacy


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Reasoning about generalization via conditional mutual information T Steinke, L Zakynthinou Conference on Learning Theory, 3437-3452, 2020	147	2020
Covariance-aware private mean estimation without private covariance estimation G Brown, M Gaboardi, A Smith, J Ullman, L Zakynthinou Advances in Neural Information Processing Systems 34, 7950-7964, 2021	44	2021
Private identity testing for high-dimensional distributions CL Canonne, G Kamath, A McMillan, J Ullman, L Zakynthinou Advances in Neural Information Processing Systems 33, 10099-10111, 2020	37	2020
PAC-Bayes, MAC-Bayes and Conditional Mutual Information: Fast rate bounds that handle general VC classes P Grunwald, T Steinke, L Zakynthinou Conference on Learning Theory, 2217-2247, 2021	28	2021
Improved algorithms for collaborative PAC learning H Nguyen, L Zakynthinou Advances in Neural Information Processing Systems 31, 7631-7639, 2018	26	2018
Efficient Private Algorithms for Learning Large-Margin Halfspaces HL Nguyen, J Ullman, L Zakynthinou Proceedings of Machine Learning Research 117, 2020	15*	2020
Differentially private decomposable submodular maximization A Chaturvedi, H Lê Nguyễn, L Zakynthinou Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6984-6992, 2021	11	2021
From Robustness to Privacy and Back H Asi, J Ullman, L Zakynthinou arXiv preprint arXiv:2302.01855, 2023	9	2023
Open Problem: Information Complexity of VC Learning T Steinke, L Zakynthinou Conference on Learning Theory, 3857-3863, 2020	7	2020
Online Facility Location in Evolving Metrics D Fotakis, L Kavouras, L Zakynthinou Algorithms 14 (3), 73, 2021	5	2021
Multitask Learning via Shared Features: Algorithms and Hardness K Bairaktari, G Blanc, LY Tan, J Ullman, L Zakynthinou The Thirty Sixth Annual Conference on Learning Theory, 747-772, 2023		2023
Algorithms and Frameworks for Preventing Privacy Leakage and Overfitting in Machine Learning L Zakynthinou Northeastern University, 2023		2023

The system can't perform the operation now. Try again later.

Articles 1–12

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors