Lydia Zakynthinou
12 papers
· 2018–2025
· 5 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
๐งญ
Keyword Pioneer
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Interdisciplinary Bridge
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Conference Polyglot
(5)
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Academic Marathon
(7)
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Cross-Pollinator
(14)
๐บ๏ธ
Taxonomy Completionist
(16)
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Century Club
(12)
Conferences
COLT (4)
NIPS (4)
ICML (2)
AAAI (1)
ALT (1)
Top co-authors
Research topics
Keywords
differential privacy
(7)
generalization bound
(3)
sample complexity
(3)
conditional mutual information
(2)
vc dimension
(2)
subgaussian distribution
(2)
mean estimation
(2)
robust statistics
(1)
multitask learning
(1)
principal component analysis
(1)
covariance estimation
(1)
computational complexity
(1)
large-margin halfspaces
(1)
attribute-efficient learning
(1)
adversarial robustness
(1)
mahalanobis distance
(1)
pac learning
(1)
uniform convergence
(1)
mutual information
(1)
multi-task learning
(1)
Papers
Empirical Privacy Variance
ICML 2025
From Robustness to Privacy and Back
ICML 2023