Antithetic Riemannian Manifold And Quantum-Inspired Hamiltonian Monte Carlo

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

Markov Chain Monte Carlo inference of target posterior distributions in machine learning is predominately conducted via Hamiltonian Monte Carlo and its variants. This is due to Ham…