Pith Number

pith:ZP5KSNBB

pith:2018:ZP5KSNBBJAEC4YGJZYHVQV3EPH

not attested not anchored not stored refs pending

Stochastic Normalizations as Bayesian Learning

Alexander Shekhovtsov, Boris Flach

arxiv:1811.00639 v1 · 2018-11-01 · cs.LG · cs.NE · 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{ZP5KSNBBJAEC4YGJZYHVQV3EPH}

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.

Receipt and verification

First computed	2026-05-18T00:01:42.623286Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbfaa9342148082e60c9ce0f58576479c4486efaaf62b43644418dfab208aea4

Aliases

arxiv: 1811.00639 · arxiv_version: 1811.00639v1 · doi: 10.48550/arxiv.1811.00639 · pith_short_12: ZP5KSNBBJAEC · pith_short_16: ZP5KSNBBJAEC4YGJ · pith_short_8: ZP5KSNBB

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/ZP5KSNBBJAEC4YGJZYHVQV3EPH \
  | 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: cbfaa9342148082e60c9ce0f58576479c4486efaaf62b43644418dfab208aea4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d32a1aa45331c536718357b341d289933c4d06921f0690b64fc702988403cd06",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-01T21:30:39Z",
    "title_canon_sha256": "12f0c067b77a77a1e593f2b59e25a651559f23cd5035fccd1501ca84ce753598"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.00639",
    "kind": "arxiv",
    "version": 1
  }
}