Proves uniform-in-time propagation of chaos for second-order CBO at Monte Carlo rate via shifted internal variables, a position-velocity Lyapunov functional, and centered-moment decay.
‘Couplings and quantitative contraction rates for Langevin dy- namics’
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
UNVERDICTED 2representative citing papers
Novel splitting scheme for kinetic Langevin sampling with exact harmonic integrator yields L2-Wasserstein convergence rates matching continuous dynamics and non-asymptotic error bounds for strongly log-concave targets.
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Uniform-in-time propagation of chaos for Second-Order Consensus-Based Optimization
Proves uniform-in-time propagation of chaos for second-order CBO at Monte Carlo rate via shifted internal variables, a position-velocity Lyapunov functional, and centered-moment decay.
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Convergence and non-asymptotic error analysis for kinetic Langevin samplers using the exact harmonic Langevin integrator
Novel splitting scheme for kinetic Langevin sampling with exact harmonic integrator yields L2-Wasserstein convergence rates matching continuous dynamics and non-asymptotic error bounds for strongly log-concave targets.