Yuejiao Sun
5 papers · 2018–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (2) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
Conferences
NIPS (3)
AISTATS (2)
Top co-authors
Keywords
stochastic gradient descent
(3)
stochastic optimization
(2)
sample complexity
(2)
bilevel optimization
(2)
non-convex optimization
(1)
hyperparameter optimization
(1)
stepsize selection
(1)
distributed learning
(1)
gradient descent
(1)
markov chain
(1)
communication efficiency
(1)
markov chain sampling
(1)
linear convergence
(1)
nonconvex analysis
(1)
convergence guarantee
(1)
convergence rate
(1)
proximal algorithm
(1)
adaptive optimization
(1)
stochastic method
(1)
line search
(1)
Papers
A Single-Timescale Method for Stochastic Bilevel Optimization
AISTATS 2022
Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems
NIPS 2021
CADA: Communication-Adaptive Distributed Adam
AISTATS 2021
General Proximal Incremental Aggregated Gradient Algorithms: Better and Novel Results under General Scheme
NIPS 2019
On Markov Chain Gradient Descent
NIPS 2018