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underdamped langevin dynamics

3 papers

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Also known as

ULD

Co-occurring keywords · papers mentioning both

langevin dynamics (2) heavy-tailed gradient noise (1) diffusion inference (1) spacetime discretization (1) total variation distance (1) metropolis-adjusted langevin algorithm (1) sampling algorithm (1) diffusion model inference (1) reverse transition kernel (1) log-concave sampling (1)

Papers

Mean-field Underdamped Langevin Dynamics and its Spacetime Discretization ICML 2024 Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference NeurIPS 2024 Fractional Underdamped Langevin Dynamics: Retargeting SGD with Momentum under Heavy-Tailed Gradient Noise ICML 2020