Pith Number

pith:GSZ5PCVE

pith:2014:GSZ5PCVELFTYNOC7MVR5ONHILI

not attested not anchored not stored refs pending

Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions

David J. Fleet, Yanshuai Cao

arxiv:1410.7827 v2 · 2014-10-28 · cs.LG · cs.AI · 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{GSZ5PCVELFTYNOC7MVR5ONHILI}

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

Coarse-to-fine spatial GLMM for scalable prediction and multiscale analysis

Receipt and verification

First computed	2026-05-18T01:26:10.756892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34b3d78aa4596786b85f6563d734e85a1c19a3de93f819150aaf050d3b9c361d

Aliases

arxiv: 1410.7827 · arxiv_version: 1410.7827v2 · doi: 10.48550/arxiv.1410.7827 · pith_short_12: GSZ5PCVELFTY · pith_short_16: GSZ5PCVELFTYNOC7 · pith_short_8: GSZ5PCVE

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/GSZ5PCVELFTYNOC7MVR5ONHILI \
  | 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: 34b3d78aa4596786b85f6563d734e85a1c19a3de93f819150aaf050d3b9c361d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cbbe408b99861a95d6b4cf83ce67804cf5924cf75ccfaea6b5d85866675cb47",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-10-28T22:04:30Z",
    "title_canon_sha256": "79b366dc36188e3d8d439df45457f37479c6d976c7c82d9f8a9e6b0816124808"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1410.7827",
    "kind": "arxiv",
    "version": 2
  }
}