Zhuanghua Liu
4 papers · 2024–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
nonconvex optimization
(2)
stochastic optimization
(2)
distributed learning
(1)
decentralized optimization
(1)
variance reduction
(1)
hessian approximation
(1)
nonsmooth optimization
(1)
convergence rate
(1)
quasi-newton method
(1)
goldstein stationary point
(1)
superlinear convergence
(1)
gradient tracking
(1)
compositional optimization
(1)
incremental optimization
(1)
gradient-free method
(1)
sum-of-nonconvex optimization
(1)
symmetric rank-1 update
(1)
stochastic compositional optimization
(1)
bfgs update
(1)
stochastic gradient descent
(1)
Papers
Gradient-Free Methods for Nonconvex Nonsmooth Stochastic Compositional Optimization
NIPS 2024
Decentralized Sum-of-Nonconvex Optimization
AAAI 2024
Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates
AAAI 2024
Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization
ICML 2024