pith. sign in
Pith Number

pith:W5IBVRMR

pith:2016:W5IBVRMRBKH5ZGPS7NQVBLV6HX
not attested not anchored not stored refs pending

Sequential ranking under random semi-bandit feedback

Claire Vernade, Hossein Vahabi, Olivier Capp\'e, Paul Lagr\'ee

arxiv:1603.01450 v2 · 2016-03-04 · cs.DS · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{W5IBVRMRBKH5ZGPS7NQVBLV6HX}

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 2026-05-18T01:13:37.631175Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b7501ac5910a8fdc99f2fb6150aebe3dff52d134ff6afdace4a3054539907eff

Aliases

arxiv: 1603.01450 · arxiv_version: 1603.01450v2 · doi: 10.48550/arxiv.1603.01450 · pith_short_12: W5IBVRMRBKH5 · pith_short_16: W5IBVRMRBKH5ZGPS · pith_short_8: W5IBVRMR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/W5IBVRMRBKH5ZGPS7NQVBLV6HX \
  | 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: b7501ac5910a8fdc99f2fb6150aebe3dff52d134ff6afdace4a3054539907eff
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1b1a07a363ef3bc71d3572054444ae1b61dffc048525945d44f8bc9ccfe4e195",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2016-03-04T13:25:56Z",
    "title_canon_sha256": "572a62a6eb8057a18952efe3517f971126e2bdac99e8354a064850147f2456b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1603.01450",
    "kind": "arxiv",
    "version": 2
  }
}