most citedConvergence rates of particle approximation of forward-backward splitting algorithm for granular medium equations

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

stat.ML2024

Langevin Monte Carlo Beyond Lipschitz Gradient Continuity

Matej Benko, Iwona Chlebicka, Jørgen Endal +1

We present a significant advancement in the field of Langevin Monte Carlo (LMC) methods by introducing the Inexact Proximal Langevin Algorithm (IPLA). This novel algorithm broadens…

math.NA2024★ 1 cited

Convergence rates of particle approximation of forward-backward splitting algorithm for granular medium equations

Matej Benko, Iwona Chlebicka, Jørgen Endal +1

We study the spatially homogeneous granular medium equation \[\partial_tμ=\rm{div}(μ\nabla V)+\rm{div}(μ(\nabla W \ast μ))+Δμ\,,\] within a large and natural class of the confineme…