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Pith Number

pith:SQPVJFXD

pith:2024:SQPVJFXDY2243VPTKZB4UCH5PY
not attested not anchored not stored refs pending

Fair Distributed Cooperative Bandit Learning on Networks for Intelligent Internet of Things Systems (Technical Report)

Jinbei Zhang, Kechao Cai, Zhigang Yu, Ziqun Chen

arxiv:2403.11603 v1 · 2024-03-18 · cs.DC · cs.LG

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\usepackage{pith}
\pithnumber{SQPVJFXDY2243VPTKZB4UCH5PY}

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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 2026-07-05T07:57:18.886912Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

941f5496e3c6b5cdd5f35643ca08fd7e1ef3352d760dc6d3b70cd56a1a41efc7

Aliases

arxiv: 2403.11603 · arxiv_version: 2403.11603v1 · doi: 10.48550/arxiv.2403.11603 · pith_short_12: SQPVJFXDY224 · pith_short_16: SQPVJFXDY2243VPT · pith_short_8: SQPVJFXD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SQPVJFXDY2243VPTKZB4UCH5PY \
  | 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: 941f5496e3c6b5cdd5f35643ca08fd7e1ef3352d760dc6d3b70cd56a1a41efc7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "97bd647214c6edc69c60b5f3c8c80fa399c030c436d3af783647f014ff903e94",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2024-03-18T09:25:59Z",
    "title_canon_sha256": "1297c39578d177bd1ef71c2e12f008a50e3db1043f2c934a91ef5fa8fa007cef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11603",
    "kind": "arxiv",
    "version": 1
  }
}