Audra McMillan
5 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
differential privacy
(4)
statistical learning
(1)
regret analysis
(1)
online learning
(1)
density estimation
(1)
optimal transport
(1)
mean estimation
(1)
algorithmic stability
(1)
statistical estimation
(1)
online convex optimization
(1)
asymptotic optimality
(1)
multi-armed bandit
(1)
regret bound
(1)
gaussian distribution
(1)
data heterogeneity
(1)
goodness-of-fit testing
(1)
instance-optimal algorithm
(1)
cryptographic primitive
(1)
identity testing
(1)
user-level privacy
(1)
Papers
Local Pan-privacy for Federated Analytics
ICML 2025
Instance-Optimal Private Density Estimation in the Wasserstein Distance
NeurIPS 2024
Mean Estimation with User-level Privacy under Data Heterogeneity
NeurIPS 2022
Private Identity Testing for High-Dimensional Distributions
NeurIPS 2020
Online Learning via the Differential Privacy Lens
NeurIPS 2019