Hoang Tran
6 papers · 2021–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
Venues
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Research topics
Keywords
non-convex optimization
(3)
differential privacy
(3)
stochastic gradient descent
(2)
empirical risk minimization
(1)
global optimization
(1)
gradient descent
(1)
online convex optimization
(1)
stochastic convex optimization
(1)
regret bound
(1)
stationary point
(1)
zeroth-order optimization
(1)
momentum method
(1)
hessian-vector product
(1)
multimodal function
(1)
nonlocal gradient
(1)
directional gaussian smoothing
(1)
online-to-batch conversion
(1)
smooth loss
(1)
second-order momentum
(1)
stochastic optimization
(1)
Papers
Private Zeroth-Order Nonsmooth Nonconvex Optimization
ICLR 2024
Better SGD using Second-order Momentum
NeurIPS 2022
Differentially Private Online-to-batch for Smooth Losses
NeurIPS 2022
Exploiting the Local Parabolic Landscapes of Adversarial Losses to Accelerate Black-Box Adversarial Attack
ECCV 2022
Momentum Aggregation for Private Non-convex ERM
NeurIPS 2022
Enabling long-range exploration in minimization of multimodal functions
UAI 2021