Pith Number

pith:RI276Y3E

pith:2022:RI276Y3E3GNWUDHSRWAX4PILXH

not attested not anchored not stored refs pending

LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm

Biao Li, Heyang Gong, Meng Ai, Peng Jiang, Qingwei Yu, Shengjie Xue, Yuan Zhang, Yunzhou Zhang

arxiv:2201.12585 v2 · 2022-01-29 · cs.LG · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RI276Y3E3GNWUDHSRWAX4PILXH}

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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

Budget-Constrained Causal Bandits: Bridging Uplift Modeling and Sequential Decision-Making

Receipt and verification

First computed	2026-07-05T03:58:06.237687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a35ff6364d99b6a0cf28d817e3d0bb9cc2fd4225553bfceacd3bfd8b6c2f5a8

Aliases

arxiv: 2201.12585 · arxiv_version: 2201.12585v2 · doi: 10.48550/arxiv.2201.12585 · pith_short_12: RI276Y3E3GNW · pith_short_16: RI276Y3E3GNWUDHS · pith_short_8: RI276Y3E

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/RI276Y3E3GNWUDHSRWAX4PILXH \
  | 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: 8a35ff6364d99b6a0cf28d817e3d0bb9cc2fd4225553bfceacd3bfd8b6c2f5a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5418f30696effcac552dffd50c0159540e86cdd7bd172921beb9e9126f4c8b80",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-29T13:21:07Z",
    "title_canon_sha256": "8ac02a3625506c07205bf34364552fbed3704a486acedbec410028f092e2a9f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.12585",
    "kind": "arxiv",
    "version": 2
  }
}