Pith Number

pith:B6JHMABR

pith:2017:B6JHMABRLRBJUJLUT3X2RNS5NU

not attested not anchored not stored refs pending

Horde of Bandits using Gaussian Markov Random Fields

Laks V.S. Lakshmanan, Mark Schmidt, Sharan Vaswani

arxiv:1703.02626 v1 · 2017-03-07 · 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{B6JHMABRLRBJUJLUT3X2RNS5NU}

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	2026-05-18T00:49:05.997373Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f927600315c429a25749eefa8b65d6d2b0b054f0e80e54a6f1d0e3c6ed5222d

Aliases

arxiv: 1703.02626 · arxiv_version: 1703.02626v1 · doi: 10.48550/arxiv.1703.02626 · pith_short_12: B6JHMABRLRBJ · pith_short_16: B6JHMABRLRBJUJLU · pith_short_8: B6JHMABR

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/B6JHMABRLRBJUJLUT3X2RNS5NU \
  | 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: 0f927600315c429a25749eefa8b65d6d2b0b054f0e80e54a6f1d0e3c6ed5222d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1ed7546a9d312a7f6b0367d365e8717c24b9a8abd10a9e89f4d7365bc393092",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-03-07T22:21:50Z",
    "title_canon_sha256": "28f3b3c35292fa6ec582dd7f9c0a9d14d717ba77623217ada6de47d530c71d41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.02626",
    "kind": "arxiv",
    "version": 1
  }
}