Pith Number

pith:DQH4B2PU

pith:2025:DQH4B2PU5WUPZFXUJPXBDMLOP5

not attested not anchored not stored refs pending

Treatment Effect Estimation for Optimal Decision-Making

Dennis Frauen, Jonas Schweisthal, Mihaela van der Schaar, Stefan Feuerriegel, Valentyn Melnychuk

arxiv:2505.13092 v2 · 2025-05-19 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DQH4B2PU5WUPZFXUJPXBDMLOP5}

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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

Aligning Data-Driven Predictors with Allocation: A Decision-Focused Approach to Survival Analysis

Receipt and verification

First computed	2026-07-05T11:07:25.004301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c0fc0e9f4eda8fc96f44bee11b16e7f7f3d2161a56f3e21a891d60ae562ecdb

Aliases

arxiv: 2505.13092 · arxiv_version: 2505.13092v2 · doi: 10.48550/arxiv.2505.13092 · pith_short_12: DQH4B2PU5WUP · pith_short_16: DQH4B2PU5WUPZFXU · pith_short_8: DQH4B2PU

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/DQH4B2PU5WUPZFXUJPXBDMLOP5 \
  | 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: 1c0fc0e9f4eda8fc96f44bee11b16e7f7f3d2161a56f3e21a891d60ae562ecdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2134eb4bc5e6c853e619e1f57e36d974a294121211ce34265364a10978e3ecd7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-19T13:24:57Z",
    "title_canon_sha256": "a089f678c77bf421e8df2408909e19594008b16a177a254a1b66b7fa46b66ed5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13092",
    "kind": "arxiv",
    "version": 2
  }
}