Pith Number

pith:HVBHRU55

pith:2023:HVBHRU555F4T4CLVO6YTIVQPYF

not attested not anchored not stored refs pending

Tracking Most Significant Shifts in Nonparametric Contextual Bandits

Joe Suk, Samory Kpotufe

arxiv:2307.05341 v2 · 2023-07-11 · 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{HVBHRU555F4T4CLVO6YTIVQPYF}

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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

Tracking Most Significant Shifts in Infinite-Armed Bandits

Receipt and verification

First computed	2026-07-05T07:14:15.190104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d4278d3bde9793e097577b134560fc174c6894b619ec0d37e2874e7d12c4e0f

Aliases

arxiv: 2307.05341 · arxiv_version: 2307.05341v2 · doi: 10.48550/arxiv.2307.05341 · pith_short_12: HVBHRU555F4T · pith_short_16: HVBHRU555F4T4CLV · pith_short_8: HVBHRU55

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/HVBHRU555F4T4CLVO6YTIVQPYF \
  | 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: 3d4278d3bde9793e097577b134560fc174c6894b619ec0d37e2874e7d12c4e0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b113eae1b7f7f962cb9a58fcdbd4663d79c865e83ff05e7e531c7b04c193e5cd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-07-11T15:29:26Z",
    "title_canon_sha256": "320330a2eebe69781b8b1441a8f534c0605a2def1ec08875611cfacefb1bd928"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.05341",
    "kind": "arxiv",
    "version": 2
  }
}