TRishBB embeds stochastic Barzilai-Borwein steplengths into the TRish trust-region rule and adds convergence guarantees for nonconvex finite-sum problems without diminishing step sizes.
Robbins, S Monro, A stochastic approximation method, The An nals of Mathematical Statistics 22 (1951) 1400–407
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Fully stochastic trust-region methods with Barzilai-Borwein steplengths
TRishBB embeds stochastic Barzilai-Borwein steplengths into the TRish trust-region rule and adds convergence guarantees for nonconvex finite-sum problems without diminishing step sizes.