Pith Number

pith:GDJFZDOM

pith:2023:GDJFZDOMN5COJ4HUDFRUOUGKES

not attested not anchored not stored refs pending

High Dimensional Causal Inference with Variational Backdoor Adjustment

Aditya Grover, Daniel Israel, Guy Van den Broeck

arxiv:2310.06100 v1 · 2023-10-09 · cs.AI · 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{GDJFZDOMN5COJ4HUDFRUOUGKES}

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.

Cited by

1 paper in Pith

Automatic, Debiased, and Invariant Counterfactual Generation under General Interventions

Receipt and verification

First computed	2026-07-05T06:59:05.674772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30d25c8dcc6f44e4f0f419634750ca249f67a89bb3264f65cf2d79562e8737e2

Aliases

arxiv: 2310.06100 · arxiv_version: 2310.06100v1 · doi: 10.48550/arxiv.2310.06100 · pith_short_12: GDJFZDOMN5CO · pith_short_16: GDJFZDOMN5COJ4HU · pith_short_8: GDJFZDOM

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/GDJFZDOMN5COJ4HUDFRUOUGKES \
  | 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: 30d25c8dcc6f44e4f0f419634750ca249f67a89bb3264f65cf2d79562e8737e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eca81e11e88237c0262b4bef0d29be3c60b4563407cde931d2a2258a8b81cabe",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-09T19:21:41Z",
    "title_canon_sha256": "4f26f1ad6fffbbad475081be7200a5b5f6bd3daed0ff41eeeb03905ed1747979"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06100",
    "kind": "arxiv",
    "version": 1
  }
}