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Items where Author is "Sabanis, Sotirios"

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Lovas, Attila and Lytras, Iosif and Rásonyi, Miklós and Sabanis, Sotirios (2023) Taming Neural Networks with TUSLA: Nonconvex Learning via Adaptive Stochastic Gradient Langevin Algorithms. SIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE, 5 (2). pp. 323-345. ISSN 2577-0187

Chau, Ngoc Huy and Kumar, Chaman and Rásonyi, Miklós and Sabanis, Sotirios (2019) On fixed gain recursive estimators with discontinuity in the parameters. ESAIM: Probability and Statistics, 23. pp. 217-244. ISSN 1262-3318

Gerencsér, László and Csáji, Balázs Csanád and Sabanis, Sotirios (2018) Asymptotic Analysis of the LMS Algorithm with Momentum. In: 57th IEEE Conference on Decision and Control, December 17-19, 2018, Miami Beach, Florida.

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