Pith Number

pith:TQXAIKQP

pith:2023:TQXAIKQPSBANIX5IN3ZODXUYN4

not attested not anchored not stored refs pending

Reliable Off-Policy Learning for Dosage Combinations

Dennis Frauen, Jonas Schweisthal, Stefan Feuerriegel, Valentyn Melnychuk

arxiv:2305.19742 v2 · 2023-05-31 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TQXAIKQPSBANIX5IN3ZODXUYN4}

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

ExOSITO: Explainable Off-Policy Learning with Side Information for Intensive Care Unit Blood Test Orders

Receipt and verification

First computed	2026-07-05T07:05:43.835568Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c2e042a0f9040d45fa86ef2e1de986f093f96301db71d5dce436b2b87c35807

Aliases

arxiv: 2305.19742 · arxiv_version: 2305.19742v2 · doi: 10.48550/arxiv.2305.19742 · pith_short_12: TQXAIKQPSBAN · pith_short_16: TQXAIKQPSBANIX5I · pith_short_8: TQXAIKQP

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/TQXAIKQPSBANIX5IN3ZODXUYN4 \
  | 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: 9c2e042a0f9040d45fa86ef2e1de986f093f96301db71d5dce436b2b87c35807

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4f4575674df40bd5257ca3f07e17765aabe28997a70bd2191d448774f5efa14",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-31T11:08:43Z",
    "title_canon_sha256": "d5c37d95f1a6f45d9ef696554262749182bfce90d682007383eefadaa761f234"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19742",
    "kind": "arxiv",
    "version": 2
  }
}