Pith Number

pith:KSOTTL5O

pith:2019:KSOTTL5O7LINP3LIYJYO2NPFEX

not attested not anchored not stored refs pending

An Optimal Private Stochastic-MAB Algorithm Based on an Optimal Private Stopping Rule

Or Sheffet, Touqir Sajed

arxiv:1905.09383 v1 · 2019-05-22 · 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{KSOTTL5O7LINP3LIYJYO2NPFEX}

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	2026-05-17T23:45:19.394194Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

549d39afaefad0d7ed68c270ed35e525ecc174ca0747a4c0bdce6924c89aecbd

Aliases

arxiv: 1905.09383 · arxiv_version: 1905.09383v1 · doi: 10.48550/arxiv.1905.09383 · pith_short_12: KSOTTL5O7LIN · pith_short_16: KSOTTL5O7LINP3LI · pith_short_8: KSOTTL5O

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/KSOTTL5O7LINP3LIYJYO2NPFEX \
  | 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: 549d39afaefad0d7ed68c270ed35e525ecc174ca0747a4c0bdce6924c89aecbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dacbdaf868fa9a984e88aa508fe3b086178196950b2d2130c52cdbdb0c4fc039",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-05-22T22:27:44Z",
    "title_canon_sha256": "f6ae629492467474b5f4a440f932516140464599435f0c5af8adcaf8f61594e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.09383",
    "kind": "arxiv",
    "version": 1
  }
}