Pith Number

pith:6ZSTG2VS

pith:2016:6ZSTG2VS3X3TJUMWJXB24PJQPZ

not attested not anchored not stored refs pending

Collaborative Learning of Stochastic Bandits over a Social Network

Aditya Gopalan, Krishna Jagannathan, Ravi Kumar Kolla

arxiv:1602.08886 v2 · 2016-02-29 · 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{6ZSTG2VS3X3TJUMWJXB24PJQPZ}

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	2026-05-18T01:11:17.568079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f665336ab2ddf734d1964dc3ae3d307e51961eb44699f2af980202a5be066cdb

Aliases

arxiv: 1602.08886 · arxiv_version: 1602.08886v2 · doi: 10.48550/arxiv.1602.08886 · pith_short_12: 6ZSTG2VS3X3T · pith_short_16: 6ZSTG2VS3X3TJUMW · pith_short_8: 6ZSTG2VS

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/6ZSTG2VS3X3TJUMWJXB24PJQPZ \
  | 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: f665336ab2ddf734d1964dc3ae3d307e51961eb44699f2af980202a5be066cdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26cae1d29a4293a510a93e249f4d75a56d281817eecb47d3f7a7500efacd68bb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-02-29T09:53:28Z",
    "title_canon_sha256": "8ab997f8ebe57ecfa8c0605fd2a68321298dcdea7ab4d338f84fb2fce7b5f7e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1602.08886",
    "kind": "arxiv",
    "version": 2
  }
}