Pith Number

pith:QIYJMGP4

pith:2018:QIYJMGP4IV6B6TTQPPY2QDRKOD

not attested not anchored not stored refs pending

Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series

Axel Brando, Jordi Vitri\`a, Jose A. Rodr\'iguez-Serrano, Mauricio Ciprian, Roberto Maestre

arxiv:1807.09011 v1 · 2018-07-24 · cs.LG · 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{QIYJMGP4IV6B6TTQPPY2QDRKOD}

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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.

Receipt and verification

First computed	2026-05-18T00:09:57.048346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82309619fc457c1f4e707bf1a80e2a70f7ded0ca9f349ed3aaa3f11feabe138a

Aliases

arxiv: 1807.09011 · arxiv_version: 1807.09011v1 · doi: 10.48550/arxiv.1807.09011 · pith_short_12: QIYJMGP4IV6B · pith_short_16: QIYJMGP4IV6B6TTQ · pith_short_8: QIYJMGP4

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/QIYJMGP4IV6B6TTQPPY2QDRKOD \
  | 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: 82309619fc457c1f4e707bf1a80e2a70f7ded0ca9f349ed3aaa3f11feabe138a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03269edc3d61b1ff7833188e819c5c1e8ac5f4b8a1a8db33a4cdf61873950094",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-24T10:15:49Z",
    "title_canon_sha256": "6ddf8af07755ebb97950b5c288ef3e666bd8026fb87decd03f7e05f758bbbe15"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.09011",
    "kind": "arxiv",
    "version": 1
  }
}