conftrace_

non-convex landscape

1 paper

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noise statistics (1) hitting time (1) large deviation (1) global minimum (1) stochastic gradient descent (1)

Papers

The Global Convergence Time of Stochastic Gradient Descent in Non-Convex Landscapes: Sharp Estimates via Large Deviations ICML 2025