Pith Number

pith:6GRRT3I5

pith:2023:6GRRT3I5DI5AWCW4MZTIX2KEQM

not attested not anchored not stored refs pending

Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting

An Zhang, Fangfu Liu, Tat-Seng Chua, Wenchang Ma, Xiang Wang, Zhibo Cai

arxiv:2303.03187 v1 · 2023-03-06 · 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{6GRRT3I5DI5AWCW4MZTIX2KEQM}

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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

Consistency evaluation of benchmarks used for causal discovery

Receipt and verification

First computed	2026-07-05T05:48:26.804498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f1a319ed1d1a3a0b0adc66668be944831695208161a035295f888dd10bb061c3

Aliases

arxiv: 2303.03187 · arxiv_version: 2303.03187v1 · doi: 10.48550/arxiv.2303.03187 · pith_short_12: 6GRRT3I5DI5A · pith_short_16: 6GRRT3I5DI5AWCW4 · pith_short_8: 6GRRT3I5

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/6GRRT3I5DI5AWCW4MZTIX2KEQM \
  | 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: f1a319ed1d1a3a0b0adc66668be944831695208161a035295f888dd10bb061c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1d810c126232cf3d520bad7dee94a103278b6afcefdc987ec538eff673f8a3b1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-06T14:49:59Z",
    "title_canon_sha256": "c596481f5218e9fa16d3ef94e1936e76b68418e198ced44021797ecaad16c706"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.03187",
    "kind": "arxiv",
    "version": 1
  }
}