Pith Number

pith:B6GYN4TX

pith:2024:B6GYN4TXWQF52L5MPULKSKPMA4

not attested not anchored not stored refs pending

Fast UCB-type algorithms for stochastic bandits with heavy and super heavy symmetric noise

Aleksandr Katrutsa, Andrey Pudovikov, Ilgam Latypov, Yuriy Dorn

arxiv:2402.07062 v1 · 2024-02-10 · cs.LG · math.OC · 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{B6GYN4TXWQF52L5MPULKSKPMA4}

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.

Receipt and verification

First computed	2026-07-05T07:43:43.259541Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f8d86f277b40bdd2fac7d16a929ec0733bb1c50a6423b494b36d841860374d0

Aliases

arxiv: 2402.07062 · arxiv_version: 2402.07062v1 · doi: 10.48550/arxiv.2402.07062 · pith_short_12: B6GYN4TXWQF5 · pith_short_16: B6GYN4TXWQF52L5M · pith_short_8: B6GYN4TX

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/B6GYN4TXWQF52L5MPULKSKPMA4 \
  | 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: 0f8d86f277b40bdd2fac7d16a929ec0733bb1c50a6423b494b36d841860374d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a21480425b5caed86414b4b90e0601c91b709db6d9bf954be66265c60f465f55",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-10T22:38:21Z",
    "title_canon_sha256": "f2247151e274a015262ba42bacb9ad1faab50c50c9bb172215ab12c2bb0daa28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07062",
    "kind": "arxiv",
    "version": 1
  }
}