Pith Number

pith:NFYFZYOB

pith:2024:NFYFZYOBSVKPY3BHBC2VR3TRSM

not attested not anchored not stored refs pending

GIST: Gibbs self-tuning for locally adaptive Hamiltonian Monte Carlo

Bob Carpenter, Milo Marsden, Nawaf Bou-Rabee

arxiv:2404.15253 v4 · 2024-04-23 · stat.CO · math.ST · stat.ML · stat.TH

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NFYFZYOBSVKPY3BHBC2VR3TRSM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Adaptive tuning of Hamiltonian Monte Carlo methods

A Theoretical Comparison of No-U-Turn Sampler Variants: Necessary and Sufficient Convergence Conditions and Mixing Time Analysis under Gaussian Targets

Receipt and verification

First computed	2026-06-05T00:13:43.259273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69705ce1c19554fc6c2708b558ee719323914644fceba4d03168aa3ded16f488

Aliases

arxiv: 2404.15253 · arxiv_version: 2404.15253v4 · doi: 10.48550/arxiv.2404.15253 · pith_short_12: NFYFZYOBSVKP · pith_short_16: NFYFZYOBSVKPY3BH · pith_short_8: NFYFZYOB

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/NFYFZYOBSVKPY3BHBC2VR3TRSM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 69705ce1c19554fc6c2708b558ee719323914644fceba4d03168aa3ded16f488

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d21346702836b5eac503a4e821fb4f08d0452112723cd29c3beb0d6e8611cc9d",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2024-04-23T17:39:20Z",
    "title_canon_sha256": "3292869ab18e489b782525161fc20915f5ad4745c9be7cacf6221189f2fb96bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15253",
    "kind": "arxiv",
    "version": 4
  }
}