Pith Number

pith:3PQWUS3Q

pith:2021:3PQWUS3QDE26PDOGEAMDEAZCZB

not attested not anchored not stored refs pending

Fixed-Budget Best-Arm Identification in Structured Bandits

Branislav Kveton, Mohammad Ghavamzadeh, Mohammad Javad Azizi

arxiv:2106.04763 v8 · 2021-06-09 · 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{3PQWUS3QDE26PDOGEAMDEAZCZB}

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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

Asymptotically Optimal Linear Best Feasible Arm Identification with Fixed Budget

Receipt and verification

First computed	2026-07-05T06:27:37.216889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbe16a4b701935e78dc62018320322c85df19057c1e5185f6fac21255d483105

Aliases

arxiv: 2106.04763 · arxiv_version: 2106.04763v8 · doi: 10.48550/arxiv.2106.04763 · pith_short_12: 3PQWUS3QDE26 · pith_short_16: 3PQWUS3QDE26PDOG · pith_short_8: 3PQWUS3Q

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/3PQWUS3QDE26PDOGEAMDEAZCZB \
  | 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: dbe16a4b701935e78dc62018320322c85df19057c1e5185f6fac21255d483105

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7de29a5a038b8f163c4d9f80af553bc6b0dd1817a6973d90dc47371d636025df",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-09T01:32:43Z",
    "title_canon_sha256": "a7c83151fd9d6182d2a0d5bef33a17676ba8fcfadd46e536a1b07f04b63f6947"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04763",
    "kind": "arxiv",
    "version": 8
  }
}