Pith Number

pith:GXIR3O6K

pith:2018:GXIR3O6K43RGZ4YP5EJ2RX2LYD

not attested not anchored not stored refs pending

Nonparametric Stochastic Contextual Bandits

Heinrich Jiang, Melody Y. Guan

arxiv:1801.01750 v1 · 2018-01-05 · 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{GXIR3O6K43RGZ4YP5EJ2RX2LYD}

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	2026-05-18T00:26:41.124414Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35d11dbbcae6e26cf30fe913a8df4bc0c72642bebef7295d4b40d74215c19e3d

Aliases

arxiv: 1801.01750 · arxiv_version: 1801.01750v1 · doi: 10.48550/arxiv.1801.01750 · pith_short_12: GXIR3O6K43RG · pith_short_16: GXIR3O6K43RGZ4YP · pith_short_8: GXIR3O6K

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/GXIR3O6K43RGZ4YP5EJ2RX2LYD \
  | 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: 35d11dbbcae6e26cf30fe913a8df4bc0c72642bebef7295d4b40d74215c19e3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8b3f638c8b2307ec87cf1663ed5c073f07da6be9f5b925a34480655bb1be45d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-01-05T13:27:42Z",
    "title_canon_sha256": "5a7323c974c0c5163d63ed4c3e0a4640babbbb9064d0794e915fa8c0afe06744"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.01750",
    "kind": "arxiv",
    "version": 1
  }
}