Duy Nhat Phan
3 papers · 2017–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
non-convex optimization
(2)
logistic regression
(2)
sparse coding
(1)
sparse logistic regression
(1)
sparse regression
(1)
matrix completion
(1)
sparse optimization
(1)
majorization minimization
(1)
group variable selection
(1)
block coordinate descent
(1)
dc programming
(1)
nonsmooth optimization
(1)
difference of convex function
(1)
nesterov acceleration
(1)
difference of convex
(1)
convex algorithm
(1)
difference of convex algorithm
(1)
non-convex function
(1)
multiclass logistic regression
(1)
l2,0 regularization
(1)
Papers
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization
JMLR 2023
Accelerated Difference of Convex functions Algorithm and its Application to Sparse Binary Logistic Regression
IJCAI 2018
Stochastic DCA for the Large-sum of Non-convex Functions Problem and its Application to Group Variable Selection in Classification
ICML 2017