Pith Number

pith:PAUECB7N

pith:2022:PAUECB7NXFYN7RRZLUMBBVR5JU

not attested not anchored not stored refs pending

Rate-Constrained Remote Contextual Bandits

Deniz G\"und\"uz, Francesco Pase, Michele Zorzi

arxiv:2204.12620 v1 · 2022-04-26 · cs.LG · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PAUECB7NXFYN7RRZLUMBBVR5JU}

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	2026-07-05T04:18:20.885259Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78284107edb970dfc6395d1810d63d4d0835a00e7bca0f66f50d6bd0e17670b8

Aliases

arxiv: 2204.12620 · arxiv_version: 2204.12620v1 · doi: 10.48550/arxiv.2204.12620 · pith_short_12: PAUECB7NXFYN · pith_short_16: PAUECB7NXFYN7RRZ · pith_short_8: PAUECB7N

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/PAUECB7NXFYN7RRZLUMBBVR5JU \
  | 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: 78284107edb970dfc6395d1810d63d4d0835a00e7bca0f66f50d6bd0e17670b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe9a008246074a28fbec50e888b9176d5a0e688be1600efa35d7a0df7c97817e",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-04-26T22:34:54Z",
    "title_canon_sha256": "8180ad4c157e57ec9065c64a1a17d77d95b8a4635c7cbdeb24f4e4dd0a118813"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.12620",
    "kind": "arxiv",
    "version": 1
  }
}