Pith Number

pith:ZEUDIBWJ

pith:2021:ZEUDIBWJOHBJ32A5PMVVD34YZM

not attested not anchored not stored refs pending

Neural Variational Gradient Descent

Heiko Strathmann, Lauro Langosco di Langosco, Vincent Fortuin

arxiv:2107.10731 v2 · 2021-07-22 · cs.LG · stat.CO · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZEUDIBWJOHBJ32A5PMVVD34YZM}

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

Path-Guided Particle-based Sampling

Receipt and verification

First computed	2026-07-05T03:01:37.409118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9283406c971c29de81d7b2b51ef98cb206cf28e7cbcf80a9527cc7f16a341cb

Aliases

arxiv: 2107.10731 · arxiv_version: 2107.10731v2 · doi: 10.48550/arxiv.2107.10731 · pith_short_12: ZEUDIBWJOHBJ · pith_short_16: ZEUDIBWJOHBJ32A5 · pith_short_8: ZEUDIBWJ

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/ZEUDIBWJOHBJ32A5PMVVD34YZM \
  | 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: c9283406c971c29de81d7b2b51ef98cb206cf28e7cbcf80a9527cc7f16a341cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d8d21910cb700bd8d8cbc7d48f2caed18d8369cad226a02371c0a62b4652408",
    "cross_cats_sorted": [
      "stat.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-22T15:10:50Z",
    "title_canon_sha256": "537473ece10cd4e1318827ad9afe4f23d4c579607ccda3cfef51c9636e3fef04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.10731",
    "kind": "arxiv",
    "version": 2
  }
}