Pith Number

pith:GIF7UHEN

pith:2023:GIF7UHENPSGETYUVJREVEFLC4D

not attested not anchored not stored refs pending

Learning Causal Graphs via Monotone Triangular Transport Maps

Luca Ganassali, Negar Kiyavash, Sina Akbari

arxiv:2305.18210 v1 · 2023-05-26 · stat.ME · 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{GIF7UHENPSGETYUVJREVEFLC4D}

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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

The Wasserstein Space of Stochastic Processes in Continuous Time

Receipt and verification

First computed	2026-07-05T06:14:53.538180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

320bfa1c8d7c8c49e2954c49521562e0fd1dfb6764eb2ae1c3d2c7308d02d894

Aliases

arxiv: 2305.18210 · arxiv_version: 2305.18210v1 · doi: 10.48550/arxiv.2305.18210 · pith_short_12: GIF7UHENPSGE · pith_short_16: GIF7UHENPSGETYUV · pith_short_8: GIF7UHEN

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/GIF7UHENPSGETYUVJREVEFLC4D \
  | 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: 320bfa1c8d7c8c49e2954c49521562e0fd1dfb6764eb2ae1c3d2c7308d02d894

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b4073f274afc2beadeddaebb0e8ce3a2762fc07f8bfd059347e182e382f93a6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-05-26T13:24:17Z",
    "title_canon_sha256": "454ed620410ffcdd696dceba002f107e4675424abe4dd30c6cf43b9268f37dfa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.18210",
    "kind": "arxiv",
    "version": 1
  }
}