All ebooks by Tshilidzi Marwala in PDF and EPUB

Hamiltonian Monte Carlo Methods in Machine Learning

Tshilidzi Marwala , Rendani Mbuvha , Wilson Tsakane Mongwe

Hamiltonian Monte Carlo Methods in Machine Learning introduces methods for optimal tuning of HMC parameters, along with an introduction of Shadow and Non-canonical HMC methods with improvements and speedup. Lastly, the authors address the critical issues of variance...