Huy Lê Nguyễn
4 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Top co-authors
Research topics
Keywords
differential privacy
(3)
combinatorial optimization
(1)
stochastic optimization
(1)
convex optimization
(1)
variational inequality
(1)
k-means clustering
(1)
large-margin halfspaces
(1)
local privacy
(1)
clustering algorithm
(1)
approximation algorithm
(1)
convergence rate
(1)
adaptive algorithm
(1)
private algorithm
(1)
monotone operator
(1)
matroid constraint
(1)
additive error
(1)
multiplicative approximation
(1)
submodular optimization
(1)
margin-dependent complexity
(1)
Papers
Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence
AAAI 2022
Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error
AAAI 2022
Differentially Private Decomposable Submodular Maximization
AAAI 2021
Efficient Private Algorithms for Learning Large-Margin Halfspaces
ALT 2020