A discrete stopping-time sensitivity defined from an ODE discretization approximates the continuous hitting-time gradient with O(h) error, enabling gradient-based optimization of iteration counts.
A differential equation for modeling nesterov’s accelerated gradient method: Theory and insights
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Accelerating Optimization via Differentiable Stopping Time
A discrete stopping-time sensitivity defined from an ODE discretization approximates the continuous hitting-time gradient with O(h) error, enabling gradient-based optimization of iteration counts.