Chendi Wang
3 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
differential privacy
(3)
stochastic gradient descent
(1)
pretraining
(1)
bayesian network
(1)
probabilistic graphical model
(1)
marginal distribution
(1)
neural collapse
(1)
synthetic data
(1)
total variation distance
(1)
misclassification error
(1)
feature quality
(1)
privacy bound
(1)
mixture mechanism
(1)
pca
(1)
Papers
Neural Collapse meets Differential Privacy: Curious behaviors of NoisyGD with Near-Perfect Representation Learning
ICML 2024
Statistical Theory of Differentially Private Marginal-based Data Synthesis Algorithms
ICLR 2023
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy
NeurIPS 2023