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math.OC2026

A Mini-Batch Counterexample to Last-Iterate Convergence in Definable Optimization

Weiwei Kong

We give a counterexample to the convergence conjecture in Remark 12 of [Bolte & Pauwels, 2021] for mini-batch stochastic approximation with definable potentials. The construction u…