Pith Number

pith:GSARAY4Y

pith:2021:GSARAY4YJTJQQVMXDT6F42CAOA

not attested not anchored not stored refs pending

Automatic Guide Generation for Stan via NumPyro

Guillaume Baudart, Louis Mandel

arxiv:2110.11790 v1 · 2021-10-22 · cs.PL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GSARAY4YJTJQQVMXDT6F42CAOA}

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

Disentangling impact of capacity, objective, batchsize, estimators, and step-size on flow VI

Receipt and verification

First computed	2026-07-05T03:24:51.212522Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34811063984cd30855971cfc5e6840702efa9c968b6574227193a04604876503

Aliases

arxiv: 2110.11790 · arxiv_version: 2110.11790v1 · doi: 10.48550/arxiv.2110.11790 · pith_short_12: GSARAY4YJTJQ · pith_short_16: GSARAY4YJTJQQVMX · pith_short_8: GSARAY4Y

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/GSARAY4YJTJQQVMXDT6F42CAOA \
  | 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: 34811063984cd30855971cfc5e6840702efa9c968b6574227193a04604876503

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7149f0ca55566ed452f7691864c171fae6b5e49fb2dee6173ce9e1cd78ad1fc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.PL",
    "submitted_at": "2021-10-22T13:42:48Z",
    "title_canon_sha256": "25064e983d7649aeee17d08b457cdb37ab811b264605e8a49b3d614d9cfc7031"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.11790",
    "kind": "arxiv",
    "version": 1
  }
}