Pith Number

pith:KNJLBUIM

pith:2025:KNJLBUIMXO7JVPICO7PZYZV6EL

not attested not anchored not stored refs pending

Performance-bounded Online Ensemble Learning Method Based on Multi-armed bandits and Its Applications in Real-time Safety Assessment

Songqiao Hu, Xiao He, Zeyi Liu

arxiv:2503.15581 v1 · 2025-03-19 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KNJLBUIMXO7JVPICO7PZYZV6EL}

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

Lite-RVFL: A Lightweight Random Vector Functional-Link Neural Network for Learning Under Concept Drift

Receipt and verification

First computed	2026-07-05T10:35:53.263637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5352b0d10cbbbe9abd0277df9c66be22ca29558ea16ea3b59152595091e641b4

Aliases

arxiv: 2503.15581 · arxiv_version: 2503.15581v1 · doi: 10.48550/arxiv.2503.15581 · pith_short_12: KNJLBUIMXO7J · pith_short_16: KNJLBUIMXO7JVPIC · pith_short_8: KNJLBUIM

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/KNJLBUIMXO7JVPICO7PZYZV6EL \
  | 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: 5352b0d10cbbbe9abd0277df9c66be22ca29558ea16ea3b59152595091e641b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7aadaba53e7db49363b06086ee6355ff6babd5ba89315fd37ee8883b3447bd35",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-19T14:57:53Z",
    "title_canon_sha256": "21723f51f1f855bd14f572a9d90f78861438f25eca00dd64118fee1921358e3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15581",
    "kind": "arxiv",
    "version": 1
  }
}