Audra McMillan
5 papers · 2019–2025 · 2 conferences · across top CS/AI conferences
Achievements
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Conferences
NIPS (4)
ICML (1)
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)
identity testing
(1)
user-level privacy
(1)
multivariate distribution
(1)
Papers
Local Pan-privacy for Federated Analytics
ICML 2025
Instance-Optimal Private Density Estimation in the Wasserstein Distance
NIPS 2024
Mean Estimation with User-level Privacy under Data Heterogeneity
NIPS 2022
Private Identity Testing for High-Dimensional Distributions
NIPS 2020
Online Learning via the Differential Privacy Lens
NIPS 2019