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math.NA2022★ 1 cited
Minimal Norm Discrete Multiplier Method
Erick Schulz, Andy T. S. Wan
We introduce an extension to the Discrete Multiplier Method (DMM), called Minimal Norm Discrete Multiplier Method (MN-DMM), where conservative finite difference schemes fo…
math.NA2022
Improving sampling efficacy on high dimensional distributions with thin high density regions using Conservative Hamiltonian Monte Carlo
Geoffrey McGregor, Andy T. S. Wan
Hamiltonian Monte Carlo is a prominent Markov Chain Monte Carlo algorithm, which employs symplectic integrators to sample from high dimensional target distributions in many applica…