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Iosif Lytras
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 4
Top Topics
Stochastic Gradient
Top Venues
CoRR
SIAM J. Math. Data Sci.
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Publications
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Attila Lovas
,
Iosif Lytras
,
Miklós Rásonyi
,
Sotirios Sabanis
Taming Neural Networks with TUSLA: Nonconvex Learning via Adaptive Stochastic Gradient Langevin Algorithms.
SIAM J. Math. Data Sci.
5 (2) (2023)
Iosif Lytras
,
Sotirios Sabanis
Taming under isoperimetry.
CoRR
(2023)
Tim Johnston
,
Iosif Lytras
,
Sotirios Sabanis
Kinetic Langevin MCMC Sampling Without Gradient Lipschitz Continuity - the Strongly Convex Case.
CoRR
(2023)
Attila Lovas
,
Iosif Lytras
,
Miklós Rásonyi
,
Sotirios Sabanis
Taming neural networks with TUSLA: Non-convex learning via adaptive stochastic gradient Langevin algorithms.
CoRR
(2020)