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Lydia Zakynthinou
Lydia Zakynthinou
PhD Student, Northeastern University
Verified email at northeastern.edu - Homepage
Title
Cited by
Cited by
Year
Reasoning about generalization via conditional mutual information
T Steinke, L Zakynthinou
Conference on Learning Theory, 3437-3452, 2020
1292020
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
342020
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
312021
Improved algorithms for collaborative PAC learning
H Nguyen, L Zakynthinou
Advances in Neural Information Processing Systems 31, 7631-7639, 2018
202018
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
162021
Efficient Private Algorithms for Learning Large-Margin Halfspaces
HL Nguyen, J Ullman, L Zakynthinou
Proceedings of Machine Learning Research 117, 2020
13*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
92021
Open Problem: Information Complexity of VC Learning
T Steinke, L Zakynthinou
Conference on Learning Theory, 3857-3863, 2020
62020
Online Facility Location in Evolving Metrics
D Fotakis, L Kavouras, L Zakynthinou
Algorithms 14 (3), 73, 2021
42021
From Robustness to Privacy and Back
H Asi, J Ullman, L Zakynthinou
arXiv preprint arXiv:2302.01855, 2023
22023
Multitask Learning via Shared Features: Algorithms and Hardness
K Bairaktari, G Blanc, LY Tan, J Ullman, L Zakynthinou
arXiv preprint arXiv:2209.03112, 2022
2022
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Articles 1–11