Pith Number

pith:ZLYLKXFX

pith:2024:ZLYLKXFXAYDE2GL4CK4P4PGJGV

not attested not anchored not stored refs pending

Diffusive Gibbs Sampling

Brooks Paige, David Barber, Jos\'e Miguel Hern\'andez-Lobato, Mingtian Zhang, Wenlin Chen

arxiv:2402.03008 v5 · 2024-02-05 · stat.ML · cs.LG · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZLYLKXFXAYDE2GL4CK4P4PGJGV}

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

1 paper in Pith

Bayesian Experimental Design via Score Matching

Receipt and verification

First computed	2026-07-05T08:24:40.780254Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

caf0b55cb706064d197c12b8fe3cc935625a6db4eb47de1197b4eb83396416a2

Aliases

arxiv: 2402.03008 · arxiv_version: 2402.03008v5 · doi: 10.48550/arxiv.2402.03008 · pith_short_12: ZLYLKXFXAYDE · pith_short_16: ZLYLKXFXAYDE2GL4 · pith_short_8: ZLYLKXFX

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/ZLYLKXFXAYDE2GL4CK4P4PGJGV \
  | 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: caf0b55cb706064d197c12b8fe3cc935625a6db4eb47de1197b4eb83396416a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a6310110b244eb7e285fed2cdfa58b57cfe14852166a564496e4378f43ddb46",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.CO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-02-05T13:47:41Z",
    "title_canon_sha256": "c25368ca4edf6f4a174141f19798732021fac54ce6819db2bc11e1d017519301"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03008",
    "kind": "arxiv",
    "version": 5
  }
}