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Iosif Lytras
Iosif Lytras
Postdoctoral Researcher Archimedes Research Centre for Data and Algorithms
Verified email at athenarc.gr
Title
Cited by
Cited by
Year
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
292023
Kinetic Langevin MCMC Sampling Without Gradient Lipschitz Continuity-the Strongly Convex Case
T Johnston, I Lytras, S Sabanis
Journal of Complexity, 101873, 2024
82024
Tamed Langevin sampling under weaker conditions
I Lytras, P Mertikopoulos
arXiv preprint arXiv:2405.17693, 2024
22024
Taming under isoperimetry
I Lytras, S Sabanis
arXiv preprint arXiv:2311.09003, 2023
22023
Solving sampling and optimization problems via Tamed Langevin MCMC algorithms in the presence of super-linearities
I Lytras
The University of Edinburgh, 2023
2023
New Tamed Langevin MCMC algorithms and their applications.
I Lytras
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Articles 1–6