Pith Number

pith:UDYMZL6F

pith:2024:UDYMZL6FA2QLW3M227VMFXXTRE

not attested not anchored not stored refs pending

Learning treatment effects while treating those in need

Bryan Wilder, Pim Welle

arxiv:2407.07596 v2 · 2024-07-10 · cs.LG · stat.ME · 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{UDYMZL6FA2QLW3M227VMFXXTRE}

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

Dependent Randomized Rounding for Budget Constrained Experimental Design

Receipt and verification

First computed	2026-07-05T11:27:49.284836Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a0f0ccafc506a0bb6d9ad7eac2def3891d9eff4a27a91448961cbb07c8ef03a2

Aliases

arxiv: 2407.07596 · arxiv_version: 2407.07596v2 · doi: 10.48550/arxiv.2407.07596 · pith_short_12: UDYMZL6FA2QL · pith_short_16: UDYMZL6FA2QLW3M2 · pith_short_8: UDYMZL6F

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/UDYMZL6FA2QLW3M227VMFXXTRE \
  | 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: a0f0ccafc506a0bb6d9ad7eac2def3891d9eff4a27a91448961cbb07c8ef03a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd6fa2cf0c5e620eee200f6adfc1d1c455681bab322e03aaab452dbc28f7f5f2",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-10T12:29:46Z",
    "title_canon_sha256": "1ec4f8f0b2b687d2e8889a0827624fc247b81932e35078a9d53989e6d250e33f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.07596",
    "kind": "arxiv",
    "version": 2
  }
}