Pith Number

pith:INKQSBBM

pith:2015:INKQSBBMSOQOMKTNWUD6B23QPQ

not attested not anchored not stored refs pending

Explore no more: Improved high-probability regret bounds for non-stochastic bandits

Gergely Neu

arxiv:1506.03271 v3 · 2015-06-10 · 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{INKQSBBMSOQOMKTNWUD6B23QPQ}

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	2026-05-18T01:28:04.658036Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

435509042c93a0e62a6db507e0eb707c0b54b07ad5b0d88d7b90de9bb134b0bd

Aliases

arxiv: 1506.03271 · arxiv_version: 1506.03271v3 · doi: 10.48550/arxiv.1506.03271 · pith_short_12: INKQSBBMSOQO · pith_short_16: INKQSBBMSOQOMKTN · pith_short_8: INKQSBBM

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/INKQSBBMSOQOMKTNWUD6B23QPQ \
  | 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: 435509042c93a0e62a6db507e0eb707c0b54b07ad5b0d88d7b90de9bb134b0bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54b9dc4b586f5366c99a84562ec68f6a27d0302a2d5ee410095ccc59217e828d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-06-10T12:19:21Z",
    "title_canon_sha256": "eb7e7918805858081f9408b62273906258908e89ce87d4b197dd0757844c05bd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1506.03271",
    "kind": "arxiv",
    "version": 3
  }
}