Pith Number

pith:YO2NQVXC

pith:2021:YO2NQVXCLY6G55JFYJOSDAJPBM

not attested not anchored not stored refs pending

Deep Neural Networks as Point Estimates for Deep Gaussian Processes

Carl Henrik Ek, James Hensman, Mark van der Wilk, Nicolas Durrande, Vincent Dutordoir, Zoubin Ghahramani

arxiv:2105.04504 v2 · 2021-05-10 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YO2NQVXCLY6G55JFYJOSDAJPBM}

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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

Medical Model Synthesis Architectures: A Case Study

Receipt and verification

First computed	2026-07-05T03:39:14.737121Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3b4d856e25e3c6ef525c25d21812f0b02991716667d1d0be32316dc52baa011

Aliases

arxiv: 2105.04504 · arxiv_version: 2105.04504v2 · doi: 10.48550/arxiv.2105.04504 · pith_short_12: YO2NQVXCLY6G · pith_short_16: YO2NQVXCLY6G55JF · pith_short_8: YO2NQVXC

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/YO2NQVXCLY6G55JFYJOSDAJPBM \
  | 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: c3b4d856e25e3c6ef525c25d21812f0b02991716667d1d0be32316dc52baa011

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d495324d4d3cc6aab9bb5be670ccf78b56195232e5b3a3ed758b8337e4434c9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-05-10T16:55:17Z",
    "title_canon_sha256": "ab6a52048c408011af70b7d3f7f1cb9f566be04f7562120b330c3ef69cf7871b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.04504",
    "kind": "arxiv",
    "version": 2
  }
}