Pith Number

pith:3WUYOV67

pith:2018:3WUYOV67MEHCEZWLSUV5ZA5Z4T

not attested not anchored not stored refs pending

A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting

Gauri Joshi, Osman Ya\u{g}an, Samarth Gupta, Shreyas Chaudhari, Subhojyoti Mukherjee

arxiv:1810.08164 v7 · 2018-10-18 · 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{3WUYOV67MEHCEZWLSUV5ZA5Z4T}

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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.

Receipt and verification

First computed	2026-07-05T02:12:27.667711Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dda98757df610e2266cb952bdc83b9e4cf98e93ed3f837ee719aae8e4defcf29

Aliases

arxiv: 1810.08164 · arxiv_version: 1810.08164v7 · doi: 10.48550/arxiv.1810.08164 · pith_short_12: 3WUYOV67MEHC · pith_short_16: 3WUYOV67MEHCEZWL · pith_short_8: 3WUYOV67

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/3WUYOV67MEHCEZWLSUV5ZA5Z4T \
  | 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: dda98757df610e2266cb952bdc83b9e4cf98e93ed3f837ee719aae8e4defcf29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45ae3246faec00663cbf7a987c68f41ccfe0dc55c99c6770e9b0ec253bd6c7e7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-10-18T17:01:00Z",
    "title_canon_sha256": "9a956068df7e2d3f6cabcd8cbfa8bf4ad235b274f49399dfdd874e18a7eae29d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.08164",
    "kind": "arxiv",
    "version": 7
  }
}