Pith Number

pith:LBIPJXSW

pith:2017:LBIPJXSWS4B2NMRETO2QTPU2RD

not attested not anchored not stored refs pending

Thompson Sampling For Stochastic Bandits with Graph Feedback

Aristide C. Y. Tossou, Christos Dimitrakakis, Devdatt Dubhashi

arxiv:1701.04238 v1 · 2017-01-16 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LBIPJXSWS4B2NMRETO2QTPU2RD}

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	2026-05-18T00:52:47.352743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5850f4de569703a6b2249bb509be9a88c8334ed3e78bbb02cfc797056bf92583

Aliases

arxiv: 1701.04238 · arxiv_version: 1701.04238v1 · doi: 10.48550/arxiv.1701.04238 · pith_short_12: LBIPJXSWS4B2 · pith_short_16: LBIPJXSWS4B2NMRE · pith_short_8: LBIPJXSW

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/LBIPJXSWS4B2NMRETO2QTPU2RD \
  | 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: 5850f4de569703a6b2249bb509be9a88c8334ed3e78bbb02cfc797056bf92583

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "915ddfbb43c211c5eb7841d527e4ecf1774df3f01e02570af4df120fee661bf9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-01-16T10:52:51Z",
    "title_canon_sha256": "a524a2ec79c24c10b234a9b3d27a5d8eb475c04953cde616fb6751438478ec39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1701.04238",
    "kind": "arxiv",
    "version": 1
  }
}