Aleksandra Slavković
6 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(7)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
Research topics
Keywords
differential privacy
(5)
exponential mechanism
(2)
manifold learning
(1)
shape analysis
(1)
markov chain monte carlo
(1)
gaussian process
(1)
hilbert space
(1)
hypothesis testing
(1)
functional data analysis
(1)
frechet mean
(1)
riemannian geometry
(1)
riemannian manifold
(1)
privacy budget
(1)
gaussian mechanism
(1)
statistical test
(1)
ergodic theory
(1)
finite sample
(1)
central limit theorem
(1)
finite sample guarantee
(1)
functional principal component analysis
(1)
Papers
Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation
ICLR 2025
Shape And Structure Preserving Differential Privacy
NIPS 2022
Exact Privacy Guarantees for Markov Chain Implementations of the Exponential Mechanism with Artificial Atoms
NIPS 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
NIPS 2018