Pith Number

pith:R5MMADX3

pith:2019:R5MMADX3A5GJWTYMBUL4IHLYPV

not attested not anchored not stored refs pending

Deep Generative Quantile-Copula Models for Probabilistic Forecasting

Kari Torkkola, Ruofeng Wen

arxiv:1907.10697 v1 · 2019-07-24 · 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{R5MMADX3A5GJWTYMBUL4IHLYPV}

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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

Valid and Expressive Copulas for Irregular Multivariate Time Series

Receipt and verification

First computed	2026-05-17T23:39:34.724970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f58c00efb074c9b4f0c0d17c41d787d7d6500b3044734d947c7a5d633b6b0b1

Aliases

arxiv: 1907.10697 · arxiv_version: 1907.10697v1 · doi: 10.48550/arxiv.1907.10697 · pith_short_12: R5MMADX3A5GJ · pith_short_16: R5MMADX3A5GJWTYM · pith_short_8: R5MMADX3

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/R5MMADX3A5GJWTYMBUL4IHLYPV \
  | 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: 8f58c00efb074c9b4f0c0d17c41d787d7d6500b3044734d947c7a5d633b6b0b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb954a4db830c9669c7ffa7ad4debfebdac032ca1accd8a99dd4ee27274dd396",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-07-24T20:11:41Z",
    "title_canon_sha256": "4390276ae6b8ffcd51efb1cb2a4758b45cd4e4f78b0834a972fb5cc4041f96e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.10697",
    "kind": "arxiv",
    "version": 1
  }
}