25025
Benjamin Gess, Sebastian Herr, Anne Dorothea Niesdroy PDF
Existence of martingale solutions to a stochastic kinetic model of chemotaxis
Project:
A1, B8
X
Existence of martingale solutions to a stochastic kinetic model of chemotaxis
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24099
Sebastian Kassing, Simon Weissmann PDF
Polyak's heavy ball method achieves accelerated local rate of convergence under Polyak-Lojasiewicz inequality
Project:
B8
X
Polyak's heavy ball method achieves accelerated local rate of convergence under Polyak-Lojasiewicz inequality
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24060
Benjamin Gess, Vitalii Konarovskyi PDF
A quantitative central limit theorem for the simple symmetric exclusion process
Project:
B8
X
A quantitative central limit theorem for the simple symmetric exclusion process
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24059
Benjamin Gess, Rishabh S. Gvalani, Vitalii Konarovskyi PDF
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent
Project:
B8
Published: Probab. Theory Relat. Fields (2025)
X
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent
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24056
Andrey Dorogovtsev, Vitalii Konarovskyi, Max von Renesse PDF
A central limit theorem for modified massive Arratia flow
Project:
B8
X
A central limit theorem for modified massive Arratia flow
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24013
Benjamin Gess, Michael Röckner, Weina Wu PDF
SVI solutions to stochastic nonlinear diffusion equations on general measure spaces
Project:
B1, B8
To appear: Journal of Evolution Equations (2024)
X
SVI solutions to stochastic nonlinear diffusion equations on general measure spaces
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23113
Vitalii Konarovskyi, Fenna Müller PDF
Dean-Kawasaki equation with initial condition in the space of positive distributions
Project:
B8
Published: Journal of Evolution Equations 24 (2024), Article number 92
X
Dean-Kawasaki equation with initial condition in the space of positive distributions
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23112
Benjamin Gess, Sebastian Kassing, Vitalii Konarovskyi PDF
Stochastic modified flows, mean-field limits and dynamics of stochastic gradient descent
Project:
B8
Published: Journal of Machine Learning Research 25, no. 30 (2024), 1−27
X
Stochastic modified flows, mean-field limits and dynamics of stochastic gradient descent
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23111
Steffen Dereich, Sebastian Kassing PDF
On the existence of optimal shallow feedforward networks with ReLU activation
Project:
B8
Published: Journal of Machine Learning 3, no. 1 (2024), 1−22
X
On the existence of optimal shallow feedforward networks with ReLU activation
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23110
Steffen Dereich, Arnulf Jentzen, Sebastian Kassing PDF
On the existence of minimizers in shallow residual ReLU neural network optimization landscapes
Project:
B8
Published: SIAM Journal on Numerical Analysis 62, no. 6 (2024), 2640−2666
X
On the existence of minimizers in shallow residual ReLU neural network optimization landscapes
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