Pith Number

pith:O7QDRWIO

pith:2018:O7QDRWIOSI6TEFSF7WSENTXPZN

not attested not anchored not stored refs pending

Unifying the stochastic and the adversarial Bandits with Knapsack

Anshuka Rangi, Long Tran-Thanh, Massimo Franceschetti

arxiv:1811.12253 v1 · 2018-10-23 · cs.LG · cs.GT · cs.MA · 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{O7QDRWIOSI6TEFSF7WSENTXPZN}

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

Online Bidding Algorithms with Strict Return on Spend (ROS) Constraint

Receipt and verification

First computed	2026-05-17T23:59:33.914358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77e038d90e923d321645fda446ceefcb6fdd6250a40eab756f29c13ec7e1d54a

Aliases

arxiv: 1811.12253 · arxiv_version: 1811.12253v1 · doi: 10.48550/arxiv.1811.12253 · pith_short_12: O7QDRWIOSI6T · pith_short_16: O7QDRWIOSI6TEFSF · pith_short_8: O7QDRWIO

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/O7QDRWIOSI6TEFSF7WSENTXPZN \
  | 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: 77e038d90e923d321645fda446ceefcb6fdd6250a40eab756f29c13ec7e1d54a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f9af7f1e8b5b3cd4a8b95f8c0606aaca59e7755482424ced05dfea48108cc83",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-23T04:34:30Z",
    "title_canon_sha256": "b78c0094370374b6008e708d1fd73adc755e84576bac6eaf89a6bc11691b0809"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.12253",
    "kind": "arxiv",
    "version": 1
  }
}