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Cited by
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Since 2019
Citations
41
41
h-index
2
2
i10-index
1
1
0
18
9
2022
2023
2024
11
8
17
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Co-authors
Sotirios Sabanis
Professor, University of Edinburgh, Alan Turing Institute, National Technical University of Athens
Verified email at ed.ac.uk
Miklos Rasonyi
Alfred Renyi Institute of Mathematics, Budapest
Verified email at renyi.hu
Attila Lovas
Research fellow, Alfréd Rényi Institute of Mathematics
Verified email at math.bme.hu
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Iosif Lytras
Postdoctoral Researcher Archimedes Research Centre for Data and Algorithms
Verified email at athenarc.gr
Probability and Stochastics
Numerical Quadrature
Langevin Sampling
Diffusion models
Optimization
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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
29
2023
Kinetic Langevin MCMC Sampling Without Gradient Lipschitz Continuity-the Strongly Convex Case
T Johnston, I Lytras, S Sabanis
Journal of Complexity, 101873
, 2024
8
2024
Tamed Langevin sampling under weaker conditions
I Lytras, P Mertikopoulos
arXiv preprint arXiv:2405.17693
, 2024
2
2024
Taming under isoperimetry
I Lytras, S Sabanis
arXiv preprint arXiv:2311.09003
, 2023
2
2023
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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