Ta Duy Nguyen
6 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
👑
Triple Crown
Venues
Research topics
Keywords
high probability convergence
(2)
convex optimization
(2)
convergence rate
(2)
stochastic gradient descent
(2)
convergence analysis
(1)
generalization error
(1)
variance reduction
(1)
markov chain
(1)
adaptive learning rate
(1)
accelerated gradient
(1)
stochastic mirror descent
(1)
concentration inequality
(1)
iteration complexity
(1)
extragradient method
(1)
last-iterate convergence
(1)
gradient clipping
(1)
adaptive gradient method
(1)
adaptive gradient
(1)
multiplicative weights update
(1)
densest subgraph
(1)
Papers
Multiplicative Weights Update, Area Convexity and Random Coordinate Descent for Densest Subgraph Problems
ICML 2024
High Probability Convergence of Stochastic Gradient Methods
ICML 2023
Improved Convergence in High Probability of Clipped Gradient Methods with Heavy Tailed Noise
NeurIPS 2023
On the Convergence of AdaGrad(Norm) on R^d: Beyond Convexity, Non-Asymptotic Rate and Acceleration
ICLR 2023
On the Generalization Error of Stochastic Mirror Descent for Quadratically-Bounded Losses: an Improved Analysis
NeurIPS 2023
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction
ICML 2022