Dzung T. Phan
4 papers · 2016–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Research topics
Keywords
stochastic optimization
(2)
federated learning
(1)
finite-sum optimization
(1)
non-convex optimization
(1)
density estimation
(1)
convergence analysis
(1)
composite optimization
(1)
distributed optimization
(1)
variance reduction
(1)
oracle complexity
(1)
collaborative learning
(1)
proximal gradient
(1)
learning rate
(1)
shuffling strategy
(1)
dictionary learning
(1)
gradient method
(1)
Papers
A Unified Convergence Analysis for Shuffling-Type Gradient Methods
JMLR 2021
ProxSARAH: An Efficient Algorithmic Framework for Stochastic Composite Nonconvex Optimization
JMLR 2020
Efficient Protocol for Collaborative Dictionary Learning in Decentralized Networks
IJCAI 2019
Change Detection Using Directional Statistics
IJCAI 2016