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20222026
most citedOn the efficiency of Stochastic Quasi-Newton Methods for Deep Learning

2 citations · 3 across the 6 of their papers we have counts for

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math.OC2024

Fully stochastic trust-region methods with Barzilai-Borwein steplengths

Stefania Bellavia, Benedetta Morini, Mahsa Yousefi

We investigate stochastic gradient methods and stochastic counterparts of the Barzilai-Borwein steplengths and their application to finite-sum minimization problems. Our proposal i…