Nonlocal Hamiltonian Dynamics on Sparse L'evy Graphs: Spectral Analysis and Multimodal Sampling
math.DS, cs.LG
Submitted: 2026-10-01
Updated: 2026-10-01
Sources
- Diffusion-based supervised learning of generative models for efficient sampling of multimodal distributions
- No Trick, No Treat: Pursuits and Challenges Towards Simulation-free Training of Neural Samplers
- Nonlocal-interaction equation on graphs: gradient flow structure and continuum limit
- A sharp uniform-in-time error estimate for Stochastic Gradient Langevin Dynamics
- Nonlocal diffusion models with consistent local and fractional limits
- Towards Principled Methods for Training Generative Adversarial Networks
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