Pith Number

pith:W7HAWS2R

pith:2017:W7HAWS2R7UBFN547W6QH7KGX4N

not attested not anchored not stored refs pending

Bandits with Delayed, Aggregated Anonymous Feedback

Ciara Pike-Burke, Csaba Szepesvari, Shipra Agrawal, Steffen Grunewalder

arxiv:1709.06853 v3 · 2017-09-20 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W7HAWS2R7UBFN547W6QH7KGX4N}

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	2026-05-18T00:13:21.859445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7ce0b4b51fd0256f79fb7a07fa8d7e352a92b12eb5432be8e8e6b0afa738193

Aliases

arxiv: 1709.06853 · arxiv_version: 1709.06853v3 · doi: 10.48550/arxiv.1709.06853 · pith_short_12: W7HAWS2R7UBF · pith_short_16: W7HAWS2R7UBFN547 · pith_short_8: W7HAWS2R

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/W7HAWS2R7UBFN547W6QH7KGX4N \
  | 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: b7ce0b4b51fd0256f79fb7a07fa8d7e352a92b12eb5432be8e8e6b0afa738193

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e22878c59d91e302d8488aefcf846de1d9f148c45c1db598a89d284fb1c2a692",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-09-20T13:36:19Z",
    "title_canon_sha256": "fccd8dd0b5f46b62665ffaf9f9832ec5ef98515cb25a803f79337c633149190c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.06853",
    "kind": "arxiv",
    "version": 3
  }
}