Puya Latafat
4 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
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Research topics
Keywords
variational inequality
(2)
first-order method
(2)
convergence analysis
(1)
convergence
(1)
alternating minimization
(1)
proximal gradient
(1)
convergence guarantee
(1)
extragradient method
(1)
adaptive method
(1)
stochastic extragradient
(1)
semi-algebraic function
(1)
minimax problem
(1)
primal-dual hybrid gradient
(1)
stepsize policy
(1)
adaptive proximal gradient methods
(1)
hölder continuity
(1)
linesearch-free
(1)
non-convex optimization
(1)
local hölder constants
(1)
global convergence
(1)
Papers
Adaptive Proximal Gradient Methods Are Universal Without Approximation
ICML 2024
On the convergence of adaptive first order methods: Proximal gradient and alternating minimization algorithms
L4DC 2024
Solving stochastic weak Minty variational inequalities without increasing batch size
ICLR 2023
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems
ICLR 2022