A line-search-free adaptive rule for decentralized convex optimization, built on a new Lyapunov function and local secant curvature estimates.
Problem-parameter-free decentralized nonconvex stochastic optimization
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A Line-search-free Method for Adaptive Decentralized Optimization
A line-search-free adaptive rule for decentralized convex optimization, built on a new Lyapunov function and local secant curvature estimates.