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Attila Lovas
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 5
Top Topics
Stochastic Gradient
Top Venues
CoRR
Ann. Oper. Res.
Oper. Res. Lett.
SIAM J. Math. Data Sci.
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Publications
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Attila Lovas
,
Miklós Rásonyi
Ergodic aspects of trading with threshold strategies.
Ann. Oper. Res.
336 (1-2) (2024)
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)
Attila Lovas
,
Miklós Rásonyi
Functional Central Limit Theorem and Strong Law of Large Numbers for Stochastic Gradient Langevin Dynamics.
CoRR
(2022)
Attila Lovas
,
Miklós Rásonyi
Ergodic theorems for queuing systems with dependent inter-arrival times.
Oper. Res. Lett.
49 (5) (2021)
Attila Lovas
,
Iosif Lytras
,
Miklós Rásonyi
,
Sotirios Sabanis
Taming neural networks with TUSLA: Non-convex learning via adaptive stochastic gradient Langevin algorithms.
CoRR
(2020)