Pith Number

pith:IS3PG7KJ

pith:2018:IS3PG7KJXHM5FE56CD24WKI6DC

not attested not anchored not stored refs pending

Projection-Free Bandit Convex Optimization

Amin Karbasi, Lin Chen, Mingrui Zhang

arxiv:1805.07474 v2 · 2018-05-18 · stat.ML · cs.DS · cs.LG · 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{IS3PG7KJXHM5FE56CD24WKI6DC}

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	2026-05-18T00:06:20.246693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

44b6f37d49b9d9d293be10f5cb291e18a987b66cb5d886aa4d228c0b91853dab

Aliases

arxiv: 1805.07474 · arxiv_version: 1805.07474v2 · doi: 10.48550/arxiv.1805.07474 · pith_short_12: IS3PG7KJXHM5 · pith_short_16: IS3PG7KJXHM5FE56 · pith_short_8: IS3PG7KJ

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/IS3PG7KJXHM5FE56CD24WKI6DC \
  | 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: 44b6f37d49b9d9d293be10f5cb291e18a987b66cb5d886aa4d228c0b91853dab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "338b5167d0de56aaaf392a8e33aea346989accf427fec2da0605ba93bae1e898",
    "cross_cats_sorted": [
      "cs.DS",
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-05-18T23:29:24Z",
    "title_canon_sha256": "ad1df169fc1688ad236502e3816b29cb10e18993c50a5a9f07b990e55e362aa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.07474",
    "kind": "arxiv",
    "version": 2
  }
}