conftrace_

convex setting

1 paper

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Co-occurring keywords · papers mentioning both

coupling method (1) stein method (1) non-asymptotic bound (1) iterate averaging (1) stochastic differential equation (1) convergence rate (1) continuous-time approximation (1) convergence analysis (1) non-convex optimization (1) stochastic gradient descent (1)

Papers

Convergence rates and approximation results for SGD and its continuous-time counterpart COLT 2021