Следене
Iosif Lytras
Iosif Lytras
PhD Canditate University of Edinburgh
Потвърден имейл адрес: sms.ed.ac.uk
Заглавие
Позовавания
Позовавания
Година
Taming neural networks with tusla: Nonconvex learning via adaptive stochastic gradient langevin algorithms
A Lovas, I Lytras, M Rásonyi, S Sabanis
SIAM Journal on Mathematics of Data Science 5 (2), 323-345, 2023
262023
Kinetic Langevin MCMC Sampling Without Gradient Lipschitz Continuity--the Strongly Convex Case
T Johnston, I Lytras, S Sabanis
arXiv preprint arXiv:2301.08039, 2023
52023
Solving sampling and optimization problems via Tamed Langevin MCMC algorithms in the presence of super-linearities
I Lytras
The University of Edinburgh, 2023
2023
Taming under isoperimetry
I Lytras, S Sabanis
arXiv preprint arXiv:2311.09003, 2023
2023
New Tamed Langevin MCMC algorithms and their applications.
I Lytras
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Статии 1–5