Search Results for author: Roy Smith

Found 1 papers, 0 papers with code

Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization

no code implementations23 Feb 2021 Peiyuan Zhang, Antonio Orvieto, Hadi Daneshmand, Thomas Hofmann, Roy Smith

Viewing optimization methods as numerical integrators for ordinary differential equations (ODEs) provides a thought-provoking modern framework for studying accelerated first-order optimizers.

Numerical Integration

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