Pith Number

pith:TRSTEJD4

pith:2019:TRSTEJD4LWO2KCMC64VT2KYT2I

not attested not anchored not stored refs pending

Compositional uncertainty in deep Gaussian processes

Carl Henrik Ek, Erik Bodin, Ieva Kazlauskaite, Ivan Ustyuzhaninov, Markus Kaiser, Neill D. F. Campbell

arxiv:1909.07698 v3 · 2019-09-17 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TRSTEJD4LWO2KCMC64VT2KYT2I}

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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	2026-07-05T00:43:56.003041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c6532247c5d9da50982f72b3d2b13d203c5c8b40b1062844742af875a2ba17a

Aliases

arxiv: 1909.07698 · arxiv_version: 1909.07698v3 · doi: 10.48550/arxiv.1909.07698 · pith_short_12: TRSTEJD4LWO2 · pith_short_16: TRSTEJD4LWO2KCMC · pith_short_8: TRSTEJD4

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/TRSTEJD4LWO2KCMC64VT2KYT2I \
  | 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: 9c6532247c5d9da50982f72b3d2b13d203c5c8b40b1062844742af875a2ba17a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b8832ee5af1ab1ed40a105f8cbfb79c31b9d17ee5c4a648ac2cb21f4801e46c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-09-17T10:19:02Z",
    "title_canon_sha256": "90148a720a81a7cbbb5cf843a25c2b6796f4bed8be3e0a10018f1ca28d951291"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.07698",
    "kind": "arxiv",
    "version": 3
  }
}