Iosif Lytras

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Stochastic Gradient

Top Venues

SIAM J. Math. Data Sci.

Publications

Tim Johnston, Iosif Lytras, Sotirios Sabanis
Kinetic Langevin MCMC sampling without gradient Lipschitz continuity - the strongly convex case. J. Complex. 85 (2024)
Iosif Lytras, Panayotis Mertikopoulos
Tamed Langevin sampling under weaker conditions. CoRR (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)
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)