Aleksandra Slavković
6 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(5)
Mathematics & Optimization
(4)
Security & Privacy
(4)
Differential Privacy
(4)
Mathematics
(4)
Artificial Intelligence
(3)
Core AI
(2)
Computer Vision
(1)
Analysis
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Statistics
(1)
Keywords
differential privacy
(5)
shape analysis
(2)
privacy budget
(2)
functional data analysis
(2)
exponential mechanism
(2)
hilbert space
(1)
hypothesis testing
(1)
frechet mean
(1)
riemannian geometry
(1)
riemannian manifold
(1)
gaussian mechanism
(1)
statistical test
(1)
ergodic theory
(1)
finite sample
(1)
gaussian differential privacy
(1)
central limit theorem
(1)
finite-sample guarantee
(1)
functional principal component analysis
(1)
uniformly most powerful test
(1)
3d face
(1)
Papers
Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation
ICLR 2025
Shape And Structure Preserving Differential Privacy
NeurIPS 2022
Exact Privacy Guarantees for Markov Chain Implementations of the Exponential Mechanism with Artificial Atoms
NeurIPS 2021
Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA
ICML 2019
Formal Privacy for Functional Data with Gaussian Perturbations
ICML 2019
Differentially Private Uniformly Most Powerful Tests for Binomial Data
NeurIPS 2018