Hoang Tran
6 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
NIPS (3)
ECCV (1)
ICLR (1)
UAI (1)
Top co-authors
Research topics
Keywords
differential privacy
(2)
stochastic gradient descent
(2)
non-convex optimization
(2)
black-box optimization
(1)
empirical risk minimization
(1)
global optimization
(1)
gradient descent
(1)
online convex optimization
(1)
stochastic convex optimization
(1)
regret bound
(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)
Papers
Private Zeroth-Order Nonsmooth Nonconvex Optimization
ICLR 2024
Better SGD using Second-order Momentum
NIPS 2022
Momentum Aggregation for Private Non-convex ERM
NIPS 2022
Differentially Private Online-to-batch for Smooth Losses
NIPS 2022
Exploiting the Local Parabolic Landscapes of Adversarial Losses to Accelerate Black-Box Adversarial Attack
ECCV 2022
Enabling long-range exploration in minimization of multimodal functions
UAI 2021