Pith Number

pith:O2VNIZIE

pith:2023:O2VNIZIESV6JP3YIHKQ62TWXKU

not attested not anchored not stored refs pending

Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment Effect Estimation

Alexandre Drouin, Chris Chinenye Emezue, Stefan Bauer, Tristan Deleu, Yoshua Bengio

arxiv:2307.04988 v3 · 2023-07-11 · cs.LG · stat.ME

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\usepackage{pith}
\pithnumber{O2VNIZIESV6JP3YIHKQ62TWXKU}

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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

TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations

Receipt and verification

First computed	2026-07-05T06:35:52.997886Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76aad46504957c97ef083aa1ed4ed75513c766f71a55569921f36e63829475c3

Aliases

arxiv: 2307.04988 · arxiv_version: 2307.04988v3 · doi: 10.48550/arxiv.2307.04988 · pith_short_12: O2VNIZIESV6J · pith_short_16: O2VNIZIESV6JP3YI · pith_short_8: O2VNIZIE

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/O2VNIZIESV6JP3YIHKQ62TWXKU \
  | 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: 76aad46504957c97ef083aa1ed4ed75513c766f71a55569921f36e63829475c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c078080d0d5ee394402744ba3fd5240feeab1d29fd7a1695b179b56727f094fd",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-11T02:58:10Z",
    "title_canon_sha256": "bc726cb2f46c2a1d3206bdfc14b5524697b7b623c816d9016b0c78201c50ae6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.04988",
    "kind": "arxiv",
    "version": 3
  }
}