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A global convergence theory for deep ReLU implicit networks via over-parameterization.
Tianxiang Gao
Hailiang Liu
Jia Liu
Hridesh Rajan
Hongyang Gao
Published in:
CoRR (2021)
Keyphrases
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global convergence
global optimum
convergence analysis
optimization methods
convergence rate
convergence speed
constrained optimization problems
convex minimization
coordinate ascent
machine learning
fuzzy logic
step size
globally convergent