Waı̈ss Azizian
3 papers · 2020–2025 · 1 venue · 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.
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Keywords
large deviation
(2)
stochastic gradient descent
(2)
saddle-point problems
(1)
differentiable game
(1)
global minimum
(1)
min-max optimization
(1)
hitting time
(1)
convergence lower bound
(1)
noise statistics
(1)
step-sizes
(1)
boltzmann-gibbs distribution
(1)
critical region
(1)
energy levels
(1)
non-convex landscape
(1)
condition number
(1)
Papers
The Global Convergence Time of Stochastic Gradient Descent in Non-Convex Landscapes: Sharp Estimates via Large Deviations
ICML 2025
What is the Long-Run Distribution of Stochastic Gradient Descent? A Large Deviations Analysis
ICML 2024
Linear Lower Bounds and Conditioning of Differentiable Games
ICML 2020