13 citations · 29 across the 10 of their papers we have counts for
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stat.ML2020
Magnetic Manifold Hamiltonian Monte Carlo
James A. Brofos, Roy R. Lederman
Markov chain Monte Carlo (MCMC) algorithms offer various strategies for sampling; the Hamiltonian Monte Carlo (HMC) family of samplers are MCMC algorithms which often exhibit impro…
stat.ML2020★ 7 cited
Non-Canonical Hamiltonian Monte Carlo
James A. Brofos, Roy R. Lederman
Hamiltonian Monte Carlo is typically based on the assumption of an underlying canonical symplectic structure. Numerical integrators designed for the canonical structure are incompa…