Pith Number

pith:F7XJ662Y

pith:2016:F7XJ662Y7GAQLONHUZFADBDJNF

not attested not anchored not stored refs pending

Fair Algorithms for Infinite and Contextual Bandits

Aaron Roth, Jamie Morgenstern, Matthew Joseph, Michael Kearns, Seth Neel

arxiv:1610.09559 v4 · 2016-10-29 · 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{F7XJ662Y7GAQLONHUZFADBDJNF}

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	2026-05-18T00:41:18.160076Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fee9f7b58f98105b9a7a64a018469695af4d9f6897fdcb7dc3a6b5ee55dda6d

Aliases

arxiv: 1610.09559 · arxiv_version: 1610.09559v4 · doi: 10.48550/arxiv.1610.09559 · pith_short_12: F7XJ662Y7GAQ · pith_short_16: F7XJ662Y7GAQLONH · pith_short_8: F7XJ662Y

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/F7XJ662Y7GAQLONHUZFADBDJNF \
  | 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: 2fee9f7b58f98105b9a7a64a018469695af4d9f6897fdcb7dc3a6b5ee55dda6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38cb7bf83edb8fe6f860e09d2ff637d7ac658c11c6e021781c999625a588e465",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-10-29T18:46:11Z",
    "title_canon_sha256": "e625d748eca6dcc3b5b297bb6d6865f7dd5f47f812d3c415d69807b922a15733"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.09559",
    "kind": "arxiv",
    "version": 4
  }
}