Gerome Miklau
4 papers · 2017–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Venues
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Research topics
Keywords
differential privacy
(4)
graphical model
(3)
marginal estimation
(1)
marginal inference
(1)
high-dimensional data
(1)
public data
(1)
synthetic data
(1)
private data
(1)
sufficient statistics
(1)
collective graphical model
(1)
query answering
(1)
privacy mechanism
(1)
consistency constraint
(1)
probabilistic modeling
(1)
Papers
Joint Selection: Adaptively Incorporating Public Information for Private Synthetic Data
AISTATS 2024
Relaxed Marginal Consistency for Differentially Private Query Answering
NeurIPS 2021
Graphical-model based estimation and inference for differential privacy
ICML 2019
Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models
ICML 2017