Jinshuo Dong
6 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Keyword Champion
(2)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Mathematics & Optimization
(5)
Application Areas
(5)
Mathematics
(3)
Security & Privacy
(2)
Differential Privacy
(2)
Optimization
(2)
Optimization & Theory ยท Machine Learning
(2)
Probability
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Core AI
(1)
Learning Paradigms
(1)
Optimization & Theory ยท Deep Learning
(1)
Keywords
differential privacy
(4)
privacy loss
(2)
gaussian mechanism
(2)
f-differential privacy
(2)
nash equilibrium
(1)
strategic decision-making
(1)
characteristic function
(1)
exponential mechanism
(1)
cramer-rao bound
(1)
data acquisition
(1)
log-concave distribution
(1)
privacy accounting
(1)
privacy loss variable
(1)
gaussian differential privacy
(1)
central limit theorem
(1)
query answering
(1)
adaptive composition
(1)
market dynamics
(1)
privacy composition
(1)
privacy-accuracy trade-off
(1)
Papers
Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy
NeurIPS 2022
Optimal Accounting of Differential Privacy via Characteristic Function
AISTATS 2022
A Central Limit Theorem for Differentially Private Query Answering
NeurIPS 2021
Optimal Differential Privacy Composition for Exponential Mechanisms
ICML 2020
Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion
ICML 2020
Equilibrium Characterization for Data Acquisition Games
IJCAI 2019