Pith Number

pith:EOYP4KLK

pith:2023:EOYP4KLKHG3CUS6RPYXQE6SMQY

not attested not anchored not stored refs pending

Geometry-Aware Normalizing Wasserstein Flows for Optimal Causal Inference

Kaiwen Hou

arxiv:2311.18826 v4 · 2023-11-30 · 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{EOYP4KLKHG3CUS6RPYXQE6SMQY}

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.

Receipt and verification

First computed	2026-07-05T07:40:04.393507Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23b0fe296a39b62a4bd17e2f027a4c860c83f4975e225e441ac4b219fa56eb57

Aliases

arxiv: 2311.18826 · arxiv_version: 2311.18826v4 · doi: 10.48550/arxiv.2311.18826 · pith_short_12: EOYP4KLKHG3C · pith_short_16: EOYP4KLKHG3CUS6R · pith_short_8: EOYP4KLK

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/EOYP4KLKHG3CUS6RPYXQE6SMQY \
  | 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: 23b0fe296a39b62a4bd17e2f027a4c860c83f4975e225e441ac4b219fa56eb57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bba1772e9f57d301ed00c8564463ef189d0066c129c2514b07d5f8d55ea4e8c6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-30T18:59:05Z",
    "title_canon_sha256": "adcc5e0ea178144ddd0f04a98ebf03c21f7215bf15f6f906f39d786711655b3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.18826",
    "kind": "arxiv",
    "version": 4
  }
}