conftrace_

coupling method

3 papers

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Co-occurring keywords · papers mentioning both

convergence analysis (2) stochastic gradient descent (2) dynamic stepsize (1) convex setting (1) convergence diagnosis (1) stationarity detection (1) constant step size (1) stepsize scheme (1) stein method (1) convergence diagnostic (1)

Papers

Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent AAAI 2025 Convergence rates and approximation results for SGD and its continuous-time counterpart COLT 2021 Estimating Convergence of Markov chains with L-Lag Couplings NeurIPS 2019