Pith Number

pith:4LYEOJLB

pith:2012:4LYEOJLBWKYLSFU3PXCJK3HPQD

not attested not anchored not stored refs pending

Deep Gaussian Processes

Andreas C. Damianou, Neil D. Lawrence

arxiv:1211.0358 v2 · 2012-11-02 · stat.ML · cs.LG · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4LYEOJLBWKYLSFU3PXCJK3HPQD}

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	2026-05-18T03:30:02.364900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2f0472561b2b0b9169b7dc4956cef80d593b2ccdd0b07b02c70b09aff96e947

Aliases

arxiv: 1211.0358 · arxiv_version: 1211.0358v2 · doi: 10.48550/arxiv.1211.0358 · pith_short_12: 4LYEOJLBWKYL · pith_short_16: 4LYEOJLBWKYLSFU3 · pith_short_8: 4LYEOJLB

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/4LYEOJLBWKYLSFU3PXCJK3HPQD \
  | 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: e2f0472561b2b0b9169b7dc4956cef80d593b2ccdd0b07b02c70b09aff96e947

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f227b70714b0ae3a010d386e661c59044e22bb83d20b3ade9217664fd42eaf91",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2012-11-02T03:13:08Z",
    "title_canon_sha256": "616dc26a05282604f46548b32bd910735902c07cf01a145e33dcbb0b0b013f85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1211.0358",
    "kind": "arxiv",
    "version": 2
  }
}