Shahab Asoodeh
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (14) π Academic Marathon (6)
π
Cross-Pollinator
(8)
π
Conference Pioneer
Conferences
AISTATS (2)
ICML (2)
NIPS (2)
AAAI (1)
COLT (1)
Top co-authors
Research topics
Keywords
local differential privacy
(2)
differential privacy
(1)
semi-supervised learning
(1)
label propagation
(1)
optimal transport
(1)
sample complexity
(1)
pac learning
(1)
privacy preservation
(1)
minimax optimization
(1)
sampling distribution
(1)
information density
(1)
multi-class classification
(1)
generalization error bound
(1)
generative model
(1)
generalization bound
(1)
group fairness
(1)
privacy accounting
(1)
distribution estimation
(1)
information projection
(1)
interactive algorithm
(1)
Papers
Optimizing Noise Distributions for Differential Privacy
ICML 2025
Locally Private Sampling with Public Data
AISTATS 2025
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity
COLT 2024
Exactly Minimax-Optimal Locally Differentially Private Sampling
NIPS 2024
The Saddle-Point Method in Differential Privacy
ICML 2023
Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection
NIPS 2022
Obfuscation via Information Density Estimation
AISTATS 2020
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds
AAAI 2019