PHUONG HA NGUYEN
7 papers · 2018–2024 · 3 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 · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
stochastic gradient descent
(4)
convergence analysis
(3)
learning rate
(2)
stochastic optimization
(2)
policy gradient
(1)
composite optimization
(1)
communication complexity
(1)
distributed learning
(1)
distributed optimization
(1)
empirical risk minimization
(1)
variance reduction
(1)
strongly convex
(1)
gradient computation
(1)
parallel optimization
(1)
asynchronous optimization
(1)
strongly convex optimization
(1)
convergence rate
(1)
shuffling strategy
(1)
heterogeneous data
(1)
proximal policy optimization
(1)
Papers
Proactive DP: A Multiple Target Optimization Framework for DP-SGD
ICML 2024
A Unified Convergence Analysis for Shuffling-Type Gradient Methods
JMLR 2021
Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes
AISTATS 2021
A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning
AISTATS 2020
Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD
ICML 2019
New Convergence Aspects of Stochastic Gradient Algorithms
JMLR 2019
SGD and Hogwild! Convergence Without the Bounded Gradients Assumption
ICML 2018