Shahab Asoodeh
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(17)
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Conference Pioneer
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Research topics
Keywords
local differential privacy
(3)
minimax optimization
(2)
differential privacy
(2)
semi-supervised learning
(1)
sample complexity
(1)
pac learning
(1)
optimal transport
(1)
privacy-utility trade-off
(1)
sampling distribution
(1)
information density
(1)
gradient descent
(1)
multi-class classification
(1)
variance
(1)
generalization error bound
(1)
generalization bound
(1)
generative model
(1)
privacy preservation
(1)
group fairness
(1)
label propagation
(1)
wasserstein distance
(1)
Papers
Locally Private Sampling with Public Data
AISTATS 2025
Optimizing Noise Distributions for Differential Privacy
ICML 2025
Exactly Minimax-Optimal Locally Differentially Private Sampling
NeurIPS 2024
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity
COLT 2024
The Saddle-Point Method in Differential Privacy
ICML 2023
Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection
NeurIPS 2022
Obfuscation via Information Density Estimation
AISTATS 2020
Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds
AAAI 2019