Pith Number

pith:IJZKONMK

pith:2024:IJZKONMKD3TGCVXAZSIMOH4WZY

not attested not anchored not stored refs pending

Minimizing Upper Confidence Bounds: A Data-Driven Framework for Stochastic Programming

Jian Hu, Ming Gao, Shixin Liu

arxiv:2403.08966 v8 · 2024-03-13 · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IJZKONMKD3TGCVXAZSIMOH4WZY}

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.

Receipt and verification

First computed	2026-05-20T00:04:04.197906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4272a7358a1ee66156e0cc90c71f96ce1822abca5bf20a3f53905027f6284cb4

Aliases

arxiv: 2403.08966 · arxiv_version: 2403.08966v8 · doi: 10.48550/arxiv.2403.08966 · pith_short_12: IJZKONMKD3TG · pith_short_16: IJZKONMKD3TGCVXA · pith_short_8: IJZKONMK

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/IJZKONMKD3TGCVXAZSIMOH4WZY \
  | 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: 4272a7358a1ee66156e0cc90c71f96ce1822abca5bf20a3f53905027f6284cb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f73d96c4a54bea032110380b7c3a2c702badf6914a111ca3b00fb2e472f5762c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-03-13T21:12:24Z",
    "title_canon_sha256": "2074cf614dc3a9644b112cde2a1a87fd4140d0cc63d6523c6d96027ecf495f3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08966",
    "kind": "arxiv",
    "version": 8
  }
}