Can I read Hamiltonian Monte Carlo Methods in Machine Learning on EtoBox?
Hamiltonian Monte Carlo Methods in Machine Learning by TshilidziMarwala,Wilson TsakaneMongwe, Rendani Mbuvha is a computer science book available to read on EtoBox.
What is Hamiltonian Monte Carlo Methods in Machine Learning about?
<p><i>Hamiltonian Monte Carlo Methods in Machine Learning</i> 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 reduction for parameter estimates of numerous HMC based samplers. The book offers a comprehensive introduction to Hamiltonian Monte Carlo methods and provides a cutting-edge exposition of the current pathologies of HMC-base
Who reads Hamiltonian Monte Carlo Methods in Machine Learning?
It is typically read by working professionals who need an authoritative practice reference.
Common subject areas: medicine, law, business, engineering.
- Author
- TshilidziMarwala,Wilson TsakaneMongwe, Rendani Mbuvha
- Publisher
- Elsevier Science Publishing Co Inc
- Published
- 2023
- Language
- EN
- ISBN
- 9780443190353
- Category
- computer science
- Subjects
- Mathematics, Computer Science, Science
- Updated
- 2026-03-25