Pith Number

pith:MJTZMWWZ

pith:2019:MJTZMWWZAVAP5NYEKVWXCSKBMA

not attested not anchored not stored refs pending

Safe Linear Thompson Sampling with Side Information

Ahmadreza Moradipari, Christos Thrampoulidis, Mahnoosh Alizadeh, Sanae Amani

arxiv:1911.02156 v2 · 2019-11-06 · 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{MJTZMWWZAVAP5NYEKVWXCSKBMA}

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.

Cited by

1 paper in Pith

Replicable Bandits with UCB based Exploration

Receipt and verification

First computed	2026-07-05T00:44:41.258217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6267965ad90540feb704556d714941601c6934941ba4aaca7dbbb3c36cd2cdef

Aliases

arxiv: 1911.02156 · arxiv_version: 1911.02156v2 · doi: 10.48550/arxiv.1911.02156 · pith_short_12: MJTZMWWZAVAP · pith_short_16: MJTZMWWZAVAP5NYE · pith_short_8: MJTZMWWZ

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/MJTZMWWZAVAP5NYEKVWXCSKBMA \
  | 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: 6267965ad90540feb704556d714941601c6934941ba4aaca7dbbb3c36cd2cdef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "671e896c60f1e7a62bd5e9fe1f5b21d443704f95dbd4c47246c70521a89a72a5",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-06T00:59:20Z",
    "title_canon_sha256": "c6092627f50559d4ab25b6a5455ef8d8dcb36d7833aff0533be2038fcc4a015e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.02156",
    "kind": "arxiv",
    "version": 2
  }
}