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On the geometry of Stein variational gradient descent

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Stein variational gradient descent: many-particle and long-time asymptotics

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Interpolating between BSDEs and PINNs – deep learning for elliptic and parabolic boundary value problems

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Bayesian Learning via Neural Schrödinger-Föllmer Flows

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Hypocoercivity of Piecewise Deterministic Markov Process-Monte Carlo

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Solving high-dimensional Hamilton-Jacobi-Bellman PDEs using neural networks: perspectives from the theory of controlled diffusions and measures on path space

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Solving high-dimensional parabolic PDEs using the tensor train format

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Affine Invariant Interacting Langevin Dynamics for Bayesian Inference

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State and Parameter Estimation from Observed Signal Increments

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Constructing sampling schemes via coupling: Markov semigroups and optimal transport

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