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New optimization algorithms for neural network training using operator splitting techniques.

, , and . Neural Networks, (2020)

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Tikhonov Regularization of a Perturbed Heavy Ball System with Vanishing Damping., and . SIAM J. Optim., 31 (4): 2921-2954 (2021)New optimization algorithms for neural network training using operator splitting techniques., , and . CoRR, (2019)On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs., , , , , , , and . SYNASC, page 276-283. IEEE, (2022)New optimization algorithms for neural network training using operator splitting techniques., , and . Neural Networks, (2020)A theoretical and empirical study of new adaptive algorithms with additional momentum steps and shifted updates for stochastic non-convex optimization.. CoRR, (2021)A gradient-type algorithm with backward inertial steps associated to a nonconvex minimization problem., , and . Numer. Algorithms, 84 (2): 485-512 (2020)Some notes concerning a generalized KMM-type optimization method for density ratio estimation.. CoRR, (2023)Benchmark for numerical solutions of flow in heterogeneous groundwater formations., , , , , , , and . CoRR, (2019)OF-AE: Oblique Forest AutoEncoders.. AIAI (2), volume 676 of IFIP Advances in Information and Communication Technology, page 207-219. Springer, (2023)