2026
Practical and Scalable Hamiltonian Monte Carlo Without the Metropolis Test
ICML 2026poster
Hamiltonian Monte Carlo and underdamped Langevin Monte Carlo are state-of-the-art methods for taking samples from high-dimensional distributions with a differentiable density function. To generate samples, they numerically integrate Hamiltonian or Langevin dynamics. This numerical integration introd…