Pith Number

pith:J4SVLS7W

pith:2015:J4SVLS7WNE3VDS2OSNZD7N3ZSK

not attested not anchored not stored refs pending

Cascading Bandits: Learning to Rank in the Cascade Model

Azin Ashkan, Branislav Kveton, Csaba Szepesvari, Zheng Wen

arxiv:1502.02763 v2 · 2015-02-10 · cs.LG · 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{J4SVLS7WNE3VDS2OSNZD7N3ZSK}

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

Unbiased Learning to Rank: Counterfactual and Online Approaches

Receipt and verification

First computed	2026-05-18T02:07:26.473887Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f2555cbf6693751cb4e93723fb7799283a20bee788ad7a8c513bc14892716ed

Aliases

arxiv: 1502.02763 · arxiv_version: 1502.02763v2 · doi: 10.48550/arxiv.1502.02763 · pith_short_12: J4SVLS7WNE3V · pith_short_16: J4SVLS7WNE3VDS2O · pith_short_8: J4SVLS7W

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/J4SVLS7WNE3VDS2OSNZD7N3ZSK \
  | 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: 4f2555cbf6693751cb4e93723fb7799283a20bee788ad7a8c513bc14892716ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f21100ea547eb82dd9a9af118158cc5843ae4585af87f688dcfe853530e450cf",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-02-10T02:56:04Z",
    "title_canon_sha256": "61f57bb24d80f45f07cb71d97b700c928f86b702167eabda4c11c5a24ed0801a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1502.02763",
    "kind": "arxiv",
    "version": 2
  }
}