Machine learning foundations· 2017
A Conceptual Introduction to Hamiltonian Monte Carlo
On the reading lists
- #69 in Machine learning foundations (2026 edition)
Why it matters
Accessible modern introduction to HMC.
Condensed from the expert lists' notes.
The record
- First released
- 2017 (from arXiv 1701.02434)
- Citations
- 1,517 citations, as counted by Papers With Code (CC BY-SA 4.0)
- Named by
- the grok list only
- Score
- 0.283 · computed rank 649 · consensus 0.28, must-read 0, citations percentile 0.568 (2010s · foundations), awards 0, existing lists 0. Method
Data sources
Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.