Pith Number

pith:CWHA55HC

pith:2019:CWHA55HCBHAWQIRLG4KMVEEQJW

not attested not anchored not stored refs pending

Cascading Non-Stationary Bandits: Online Learning to Rank in the Non-Stationary Cascade Model

Chang Li, Maarten de Rijke

arxiv:1905.12370 v3 · 2019-05-29 · 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{CWHA55HCBHAWQIRLG4KMVEEQJW}

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

Cascading Bandits Robust to Adversarial Corruptions

Receipt and verification

First computed	2026-07-05T00:21:06.529439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

158e0ef4e209c168222b3714ca90904da6633b20ed0f7609fcbf95a313762505

Aliases

arxiv: 1905.12370 · arxiv_version: 1905.12370v3 · doi: 10.48550/arxiv.1905.12370 · pith_short_12: CWHA55HCBHAW · pith_short_16: CWHA55HCBHAWQIRL · pith_short_8: CWHA55HC

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/CWHA55HCBHAWQIRLG4KMVEEQJW \
  | 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: 158e0ef4e209c168222b3714ca90904da6633b20ed0f7609fcbf95a313762505

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f0902f0c4104c268c29386de02da3270062951735426ae83baf56250a6dc3fd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-29T12:18:51Z",
    "title_canon_sha256": "05febad3d6d98d000d3e4888ecfbbaae9e5a882f302272acbd2fc19ef3977fa2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.12370",
    "kind": "arxiv",
    "version": 3
  }
}