conftrace_

convergence diagnostic

4 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (3) pareto distribution (1) convergence diagnosis (1) coupling method (1) stationarity detection (1) constant step size (1) stepsize scheme (1) dynamic stepsize (1) constant learning rate (1) transient phase (1)

Papers

Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent AAAI 2025 Pareto Smoothed Importance Sampling JMLR 2024 On Convergence-Diagnostic based Step Sizes for Stochastic Gradient Descent ICML 2020 Convergence diagnostics for stochastic gradient descent with constant learning rate AISTATS 2018