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20162026
most citedAlbumentations: fast and flexible image augmentations

2.3k citations

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7 papers · 1 filter

math.PR2020★ 5 cited

High order steady-state diffusion approximations

Anton Braverman, J. G. Dai, Xiao Fang

We derive and analyze new diffusion approximations of stationary distributions of Markov chains that are based on second- and higher-order terms in the expansion of the Markov chai…

math.PR2020★ 32 cited

On nonlinear Feynman-Kac formulas for viscosity solutions of semilinear parabolic partial differential equations

Christian Beck, Martin Hutzenthaler, Arnulf Jentzen

The classical Feynman-Kac identity builds a bridge between stochastic analysis and partial differential equations (PDEs) by providing stochastic representations for classical solut…

math.PR2020★ 1 cited

Counterexamples to local Lipschitz and local Hölder continuity with respect to the initial values for additive noise driven SDEs with smooth drift coefficient functions with at most polynomially growing derivatives

Arnulf Jentzen, Benno Kuckuck, Thomas Müller-Gronbach +1

In the recent article [A. Jentzen, B. Kuckuck, T. Müller-Gronbach, and L. Yaroslavtseva, arXiv:1904.05963 (2019)] it has been proved that the solutions to every additive noise driv…

math.PR2019★ 4 cited

On the strong regularity of degenerate additive noise driven stochastic differential equations with respect to their initial values

Arnulf Jentzen, Benno Kuckuck, Thomas Müller-Gronbach +1

Recently in [M. Hairer, M. Hutzenthaler, and A. Jentzen, Ann. Probab. 43, 2 (2015), 468--527] and [A. Jentzen, T. Müller-Gronbach, and L. Yaroslavtseva, Commun. Math. Sci. 14, 6 (2…

math.PR2018★ 5 cited

On the Itô-Alekseev-Gröbner formula for stochastic differential equations

Anselm Hudde, Martin Hutzenthaler, Arnulf Jentzen +1

In this article we establish a new formula for the difference of a test function of the solution of a stochastic differential equation and of the test function of an Itô process. T…

math.PR2018★ 4 cited

A General Framework of Multi-Armed Bandit Processes by Arm Switch Restrictions

Wenqing Bao, Xiaoqiang Cai, Xianyi Wu

This paper proposes a general framework of multi-armed bandit (MAB) processes by introducing a type of restrictions on the switches among arms evolving in continuous time. The Gitt…

math.PR2017★ 40 cited

Strong convergence rates for explicit space-time discrete numerical approximations of stochastic Allen-Cahn equations

Sebastian Becker, Benjamin Gess, Arnulf Jentzen +1

The scientific literature contains a number of numerical approximation results for stochastic partial differential equations (SPDEs) with superlinearly growing nonlinearities but,…